(4 Reviews)
Last updated 10 February, 2025
Top Machine Learning Companies
Are you looking for the best Machine Learning company? TopDevelopers.co is a platform where you can find prolific and experienced machine learning developers for all your needs. Hire from the list of top machine learning engineers that can provide 'best-in-class' machine learning solutions. Every company has made it to the list of the best developers only after the service providers' proficiency has been checked on multiple parameters with respect to ML development services. Our analysts based on the research and analysis of the results have created a list of the leading machine learning companies to make it easier for you to find the best technology partner for your development project.
List of Best Machine Learning Engineers
696 Companies | Last Updated 27 July, 2025
Ranked #1 Software & App Development Company
Vrinsoft is a leading IT services provider company with over 15 years of experience serving businesses across the USA, UK, Australia, and the UAE. Our commitment to delivering high-quality, innovative solutions has earned us the trust of 900+ clients worldwide. We specialize in mobile app development, web development, custom software, and digital transformation services. Our team is skilled…Explore the detailed profile of Vrinsoft Technology
We are glad that we got such an talented company to work with.
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51 to 250
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Up to $25
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$10001 - $25000
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India, USA, UK+1
Building remote, dedicated dev teams for technology businesses.
We provide exceptional engineering talent that fit your company's values and culture. No AI matchmaking, no piles of barely relevant CVs. Just carefully selected people who would love to work with you. Our services: #StaffAugmentation, #ManagedDevTeams, #TechRecruitment, #ITStaffing. Explore the detailed profile of EchoGlobal
CEO Pettersonapps
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11 to 50
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$26 - $50
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$10001 - $25000
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Estonia, Ukraine, Poland+2
Making Digital Impact that Matters
Kyanon Digital is a one-stop digital services house, marrying business brilliance with technology excellence. We are here to make Digital Impacts in every aspect of your business and your consumers. Founded in 2012, KYANON DIGITAL has over 10 years of experience in the industry. Our 300+ tech experts and professionals have served over 100+ clients, helping them achieve their digital goals. At Kyanon Digital, we offer end-to-end solutions that encompass every facet of the digital landscape. With the slogan: Digital Impact that Matters, this has…Explore the detailed profile of Kyanon Digital
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251 to 1000
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$26 - $50
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$10001 - $25000
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Vietnam, Singapore
Advancing Innovation
Xicom is an established software development company delivering mobile apps and web application development services of any complexity. Founded in the year 2002, Xicom is an ISO 9001:2008 certified offshore software development firm with a strong team of 300+ highly skilled IT experts, catering result-oriented and cost-competitive solutions to SMEs across the world. Till now, we have completed 7500+ projects for 10+ industries including automobile, entertainment, and healthcare. As a premier partner of NASSCOM and having recognitions from leading…Explore the detailed profile of Xicom Technologies
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51 to 250
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Up to $25
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$10001 - $25000
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USA, UAE, India
Innovating Today, Shaping Tomorrow
JPLoft is a leading mobile and web app development company based in Denver, Colorado. For over a decade, we've turned dream ideas of global brands like Nike, Red Bull, Whirlpool, and passionate founders into amazing digital products and businesses. Fixed Pricing: No Surprises, Just Great Results. Why Choose JPLoft: 10+ Years of Industry Experience 1000+…Explore the detailed profile of JPLoft
They have great communication skills !
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51 to 250
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$51 - $100
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$10001 - $25000
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USA, India, UK+1
TechnoScore is a leading mobile, web, and software design and development company offering full-cycle app and web development services to diverse enterprises across various industry domains for over twenty years. Backed by a team of 150+ specialized developers, quality analysts, UI/UX designers, and graphic designers, our company is widely recognized for delivering high-quality web development solutions…Explore the detailed profile of TechnoScore
A blend of skill and expertise!
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51 to 250
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Up to $25
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Less than - $5000
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USA
Experts in web and mobile software development - .NET
Blackthorn Vision is a custom software development company passionate about creating high-impact solutions with proven results. We deliver tangible business value and exceed expectations through deep tech expertise and a commitment to client success. For over a decade, Blackthorn Vision has been a trusted partner for technology companies seeking to build and enhance their software products. We achieve this by either seamlessly scaling their existing tech teams or taking complete ownership of project delivery. Our success is built on a foundation…Explore the detailed profile of Blackthorn Vision
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51 to 250
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$26 - $50
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$5001 - $10000
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Poland
We Convert Thoughts To Reality
EliteSigma Infotech is an IT consulting and solution provider with excellent Website Development and Chrome Extension Development skills and has been collaborating with customers around the globe. With in-depth experience, comprehensive intelligence system, across various industries and domains, we work with companies to turn their business into some of the best and high-performing ones in the industry. A robust foothold of unique ideas, blended with skills and capability to deliver a product with uttermost perfection is what drives us vigorous…Explore the detailed profile of EliteSigma Infotech
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11 to 50
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Up to $25
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Less than - $5000
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India
Your Partner in Digital Transformation and Growth
Capital Numbers is an award-winning software development company specializing in digital transformation to drive business growth and success. We deliver custom-built solutions tailored to the unique needs of businesses, from startups to large enterprises. Our Services Include: Custom Software Development (Bespoke, Enterprise, Automation) Web Development (Websites, E-commerce, CMS) Mobile App Development…Explore the detailed profile of Capital Numbers Infotech Ltd.
Quickly responded to our business requirements.
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251 to 1000
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Up to $25
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$5001 - $10000
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India, USA, Netherlands+1
Bridging the Gap Between Ideas & Reality
Appventurez is a leading Mobile App Development Company which was established with a motto of imparting end-to-end technology-oriented services to all large and small businesses with a goal of enhancing their overall business lifecycle. We have a team of highly skilled professionals having 10+ years of hands-on experience in Web and Mobile development. We have served our customers passionately in the past and have built 200+ solutions in multiple domains. We partner with our clients to deliver a full range of software development services, ranging…Explore the detailed profile of Appventurez
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51 to 250
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Up to $25
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$25001 - $50000
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USA, India, South Africa+2
Together We Can!
Welcome to MagnusMinds — Transforming Businesses with Microsoft Expertise! At MagnusMinds, we not only deliver software; we deliver success. As pioneers in Microsoft-powered innovation, we’ve been transforming ideas into cutting-edge solutions since 2009. Our mission is simple: to empower businesses to scale, innovate, and thrive in today’s fast-developing digital world. With a global presence across India and the United States, we specialize in delivering customized, scalable, and secure solutions tailored to your industry. From…Explore the detailed profile of MagnusMinds IT Solution LLP
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51 to 250
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Up to $25
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$5001 - $10000
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India, USA
Innovative solutions for your business
Since 2006, we have been developing unique and powerful business solutions in various industries, such as Retail & eCommerce, FinTech & Banking, Manufacturing, Oil & Gas, Telecom, Software & Hi-Tech and Insurance. Usetech is a global corporation for the Manufacturing, Agricultural and Oil & Gas industries with unique expertise in AI and Data Science. The company has implemented more than 80 turnkey cases across an innovative technology stack and has deep expertise in Data Warehouse (DWH), Big Data, Artificial Intelligence…Explore the detailed profile of Usetech
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251 to 1000
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$26 - $50
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$25001 - $50000
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China, UAE
We build software products that stand out
Honeycomb Software is an International IT Consulting and Software development company with Ukrainian roots. Our team represents in 8 locations around the world: Houston, Austin, Chicago, New York, Boulder, Wroclaw, Lviv, and Rivne. We are AWS Activate Provider and Microsoft Gold Certified Partner. We have experience with SMBs and startups from the idea stage (POC, MVP) to successful IPO on Nasdaq. Our Services: Custom software development Quality assurance and QA audit AI and Data UI/UX design & prototyping IT Consulting CTO as a Service…Explore the detailed profile of Honeycomb Software
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51 to 250
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$26 - $50
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$10001 - $25000
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UK, USA, Poland
Think Innovative, Deliver Excellence
We are a fast-growing software & mobile app development agency providing highly profitable solutions to our customers all over the world. Small to big, fairly complex to highly complex, our developers can handle projects for every kind of business. We love our customers and providing them IT solutions with 100% client satisfaction is always our top priority. Also, our team is specialized in technologies…Explore the detailed profile of Competenza Innovare
Trusted mobile app developers
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11 to 50
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Up to $25
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$5001 - $10000
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UAE, USA, India+1
Infinite Possibilities with Technology
Kellton is a leading global technology solutions company that has been empowering businesses with innovative and cutting-edge technology since 2009. With a team of over 1,800+ highly skilled professionals across the globe, we are committed to helping businesses ranging from funded startups to the Fortune 500, enabling them to transform, grow, and stay ahead of the curve in today's rapidly evolving digital landscape. Specializing in Big Data analytics and AI services, we allow clients to derive actionable insights from vast datasets, facilitating…Explore the detailed profile of Kellton
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1000+
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$51 - $100
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$50001 - $100000
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UK, USA, India
Custom software solutions for Startups and Scaling Companies
Idealogic is a premier innovation technology partner dedicated to empowering startups and established businesses in creating cutting-edge products and services. With a team of over 100 talented professionals, we specialize in a broad spectrum of technologies, including blockchain development, AI and machine learning, mobile development, front-end development, back-end development, and UI/UX design.…Explore the detailed profile of Idealogic
Pleasure to work with them!
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51 to 250
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$26 - $50
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$5001 - $10000
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Estonia, Poland
Elevate Innovation with Addevice: Where Ideas Transform
Welcome to Addevice, where innovation meets expertise, and ideas are transformed into remarkable software solutions. As a distinguished software development agency, Addevice takes pride in its ability to craft projects from inception to fruition, providing comprehensive services that go beyond expectations. Founded in 2014, Addevice has evolved into a trailblazer in the software development landscape.…Explore the detailed profile of Addevice
The quality of their work was excellent.
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11 to 50
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$26 - $50
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$5001 - $10000
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Armenia, USA
Digital First
PixelCrayons is an award-winning digital marketing and software engineering firm based in India, established in 2004. With over 20+ years of experience, they have served more than 5,400 clients across 38+ countries and boast a 97 %+ client satisfaction rate. Core services that PixelCrayons provides are: Digital Marketing SEO PPC Social Media Marketing Content Marketing Email Marketing Generative Engine…Explore the detailed profile of PixelCrayons
Best App Development Services
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251 to 1000
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Up to $25
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Less than - $5000
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India, USA
Empowering SMEs to Leverage Technology for Growth
Third Rock Techkno is a solution-centric company driven by a passion for technology. It is an internationally located technology provider headquartered in San Jose, United States, with R&D centers in Western India. Our mission is to empower EdTech and FinTech businesses to thrive in a rapidly evolving market with our customized solutions and expert guidance. Explore the detailed profile of Third Rock Techkno
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51 to 250
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$26 - $50
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$5001 - $10000
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India, USA
Work speaks for itself
Let me take you to the past; the world and the business were growing each and every day and so on. When IT resolution was crawling in India and across the globe, OweBest just took a place in the market around 10 years ago. OweBest Always aims higher, to grow the industry. OweBest is a company, which deflowers each and every corner of the project and the team of experts is always standing to fight the bugs. The core expertise of the OweBest family is web development and we are not done. Put your questions, let us answer you. We provide services…Explore the detailed profile of Owebest Technologies
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51 to 250
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Up to $25
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$5001 - $10000
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USA, India, Canada+1
Accelerate Your Software Development
A technical accelerator is a service company that uses a team extension model to help customers overcome the complexity of their high-end software development projects and achieve minimal time to market. The team extension model is based on mixed teams of A + experts in the field of technologies provided by the technical accelerator and the customer’s own staff with knowledge of both technology and the customer’s business. Knowledge of specific technical platforms or tools from a technical accelerator is available to customers in the…Explore the detailed profile of Edsson
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51 to 250
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$26 - $50
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$5001 - $10000
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Netherlands, Ukraine
We deliver products that you own proudly.
Unleash the Power of AI at Ellocent Labs: Your Partner for Intelligent Solutions Ready to unlock the next level of innovation? At Ellocent Labs, we're not just tech enthusiasts – we're AI pioneers. We leverage cutting-edge artificial intelligence and machine learning to craft intelligent solutions that revolutionize your business. Focus on your vision, not the code. Our team of…Explore the detailed profile of EllocentLabs IT Solutions Pvt
Amazing Contract Developers
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51 to 250
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Up to $25
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Less than - $5000
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India
Your Product Partner
HQ (Apphie Technologies Private Limited) is a technology solutions provider specializing in AI development and solutions, full-stack and custom app development, mobile app development, DevOps and cloud services, enterprise application development, and Salesforce development services. We help businesses scale with tailored technology solutions, driving innovation, efficiency, and growth across diverse industries. Explore the detailed profile of HQ
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51 to 250
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$26 - $50
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$10001 - $25000
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India
Create Innovate Grow
Agile Software Development Consultancy Why Partner with Cinnova? At Cinnova, we treat your business as our own, combining design-thinking, engineering, and business acumen to solve complex challenges. Our flexible engagement models ensure tailored solutions that drive growth and efficiency. Flexible Engagement Models Full-Time Engagement: A dedicated team working as an extension of your business. Project-Based Delivery: End-to-end execution with a focus on quality, compliance, and speed. Ongoing Support & Maintenance: Post-launch enhancements…Explore the detailed profile of Cinnova Technologies LLC
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51 to 250
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$51 - $100
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$5001 - $10000
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USA
Aligning Technology With Business Success
We are Hygge Software — a strategic tech consulting and software development company helping businesses solve real challenges and achieve measurable results. We combine deep technical expertise with a business-first mindset to align technology with your goals. Every solution we deliver perfectly fits your goals and creates value, whether you’re modernizing systems, scaling operations, or building new products. The range of our services includes: AI development IT consulting Mobile…Explore the detailed profile of Hygge Software
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51 to 250
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$26 - $50
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Less than - $5000
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Poland
The Original AI Company
fxis.ai (pronounced "fx is ai") is a leader in Artificial Intelligence, Machine Learning, Natural Language Processing, and Full Stack Development, transforming industries with cutting-edge AI solutions. Based in Ahmedabad, India, we’ve been pushing the boundaries of AI-driven innovation since 2015, delivering 400+ successful projects to 250+ global clients, including Fortune 500 companies. Our solutions are designed to maximize efficiency, drive growth, and reduce costs, making AI accessible and impactful for businesses worldwide.…Explore the detailed profile of fxis.ai
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51 to 250
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$26 - $50
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$10001 - $25000
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India
Empowering Solutions & Services
Magicminds: Empowering Solutions & Services – Bridging the Gap with Excellence. Headquartered in the USA with global footprints spanning across India and Australia, Magicminds stands as a frontrunner in custom software solutions and digital marketing solutions & services. Our dynamic and dedicated team of developers & marketers collaboratively work to transform your vision into tangible success. With a passionate team excelling in mobile & web apps, digital marketing services, and the avant-garde world of AI & Blockchain,…Explore the detailed profile of Magicmind Technologies Limited
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51 to 250
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$26 - $50
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$10001 - $25000
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USA, India, Australia
We Got You Covered
Explore the detailed profile of 2Btech LLC
Impressive Result and Exceptional Service
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11 to 50
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$26 - $50
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$5001 - $10000
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USA
Crafting Memorable Digital Experience
At Zazz, we aid your business to stay ahead of the curve by developing the necessary tech eco-system. We excel in delivering mobile, web & custom software development solutions. We don't just build apps, we also extend our expert team of designers and developers to fill the talent gaps in your project. You can expect a seamless collaboration with us as we ensure…Explore the detailed profile of Zazz
Zazz’s dedication to delivering exceptional solutions and ensuring customer satisfaction is impressive.
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51 to 250
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$26 - $50
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$5001 - $10000
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USA, Canada, UK+1
AR/VR, Mobile App, Game & Web Development Company India
Devstree IT Services Pvt. Ltd. is an ISO 9001:2008 certified software development company located in India. We are Offering Top Mobile App Development, Game Development, Web Design & Development, AR/VR Application Development as well as Unity 3D Game Development Services in India, USA & Europe. We have extensive expertise in Web and Mobile app development for iPhone, iPad, and Android app development. We are also a front runner in web development technologies such as PHP (WordPress, Laravel, Cake, Zend, and CodeIgniter), .Net, Magento1…Explore the detailed profile of Devstree IT Services Pvt. Ltd.
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51 to 250
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Up to $25
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Less than - $5000
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India, Sweden, Canada+3
Providing IT Solutions Globally
BrainX is a software development firm that works with startups, SMBs & enterprises to craft disruptive digital products that solve real business problems. BrainX is a leading software services company that has managed to rapidly build and grow a world class team of engineers ready to take on diverse and challenging technology projects. We specialize in Mobile, Web, Shopify & AI/ML development. Our clients include Fortune 500 companies, Unicorn start-ups and some of the most prestigious brands in the world. We have expertise in various…Explore the detailed profile of BrainX Technologies
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51 to 250
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$26 - $50
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$25001 - $50000
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USA
Innovating to improve lives
An award-winning data & AI company dedicated to transforming lives globally through cutting-edge technology solutions. Since its inception in 2012, VentureDive has catalyzed the success of two tech unicorns (Careem & Motive) and spearheaded digital transformations for Fortune 500 companies across BFSI, CPG/retail, healthcare, transportation, logistics, and QSR industries. The company…Explore the detailed profile of VentureDive
Communicative and responsive.
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251 to 1000
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$51 - $100
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$10001 - $25000
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USA, UK, UAE+2
Customer-centric digital engineering
Artkai is a flagship product development division of Euvic Group (a Leading EU Software House with 6,000+ engineers, €470M revenue). We focus on delivering and enhancing digital solutions by combining enterprise-scale automation with exceptional user-centricity. We operate at the intersection of business-critical systems and user expectations, with deep domain experience in Banking, Fintech,…Explore the detailed profile of Artkai
Highly cooperative and accountable team of experts!
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51 to 250
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$51 - $100
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$25001 - $50000
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Poland
Ekotek - Be at the forefront of innovation
Ekotek - Your Trusted Software Development Partner Ekotek is a Vietnam and Japan-based software development company serving global clients across industries such as banking & finance, manufacturing, education, and retail. We specialize in delivering high-quality custom software, web/mobile applications, blockchain solutions, and AI-powered technologies. With a team of over 200 experienced professionals,…Explore the detailed profile of Ekotek
Extremely happy with the app designed and developed
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51 to 250
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Up to $25
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Less than - $5000
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Vietnam, Japan
We Make the Impossible, Possible!
Systango is a London-based digital engineering company with several awards under its belt. We work with a very limited number of companies that we truly believe in and who we also invest in. Check us out for: - Web3/Blockchain Development (Including spinning Blockchain nodes and Indexing Crypto data) - Cloud Engineering - Data Engineering (Big data, Reporting (PowerBI), AI, GenerativeAI, NLP, etc) - Web and Mobile App Development - Digital Marketing Quick facts: - 300+ Employees - Top Clients: Sila, Cuentas, Youtility, Porsche,…Explore the detailed profile of Systango Technologies Ltd
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251 to 1000
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$51 - $100
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$5001 - $10000
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UK, USA
Buyer's Guide
What is Machine Learning?
Machine Learning (ML) is a branch of artificial intelligence (AI) that enables systems to learn and improve from experience without being explicitly programmed. By analyzing vast amounts of data, machine learning models identify patterns and make intelligent decisions or predictions with minimal human intervention. It serves as the backbone for many modern technologies, powering everything from personalized recommendations to autonomous vehicles.
Key Principles of Machine Learning
- Training: Training involves feeding the model large datasets to help it recognize patterns and relationships. The more data the model processes, the better it performs.
- Algorithms: Machine learning relies on algorithms—step-by-step procedures for solving problems. Popular algorithms include decision trees, neural networks, and support vector machines (SVMs), each suited for different types of data and challenges.
- Data: Data is the foundation of machine learning. High-quality, well-structured data ensures accurate predictions and reliable insights. ML systems thrive on diverse datasets, including structured (e.g., spreadsheets) and unstructured data (e.g., text, images).
Real-World Applications of Machine Learning
- Voice Assistants: Machine learning powers assistants like Siri and Alexa, enabling them to process natural language and respond accurately to commands.
- Fraud Detection: Banks and financial institutions use ML algorithms to detect anomalies in transactions, safeguarding against fraud and cyber threats.
- Personalization: E-commerce and streaming platforms like Amazon and Netflix rely on ML to provide personalized recommendations, improving user experience and engagement.
- Healthcare: Machine learning enhances diagnostic accuracy, assists in drug discovery, and predicts patient outcomes.
- Autonomous Vehicles: Self-driving cars leverage ML for object detection, navigation, and decision-making on the road.
Benefits of Machine Learning for Businesses
Machine learning has become a transformative technology for businesses, offering tools and insights to gain a competitive edge. By integrating ML into their operations, companies can unlock efficiencies, enhance decision-making, and deliver exceptional customer experiences. Here is the key benefits machine learning offers for businesses:
Automation of Repetitive Tasks
Machine learning automates time-consuming tasks, enabling businesses to streamline workflows and improve efficiency. For example:
- Automating data entry and processing tasks.
- Enhancing customer support with AI-driven chatbots.
- Simplifying invoice management through intelligent document recognition.
Predictive Analytics
ML models analyze historical data to predict future trends and customer behaviors. This allows businesses to:
- Anticipate market shifts and adjust strategies proactively.
- Forecast demand for inventory management and supply chain optimization.
- Identify potential risks in financial transactions or market operations.
Enhanced Decision-Making
Machine learning provides data-driven insights that empower leaders to make more informed decisions. With ML, businesses can:
- Assess and mitigate risks based on real-time analytics.
- Optimize pricing strategies by analyzing market conditions and consumer behavior.
- Detect and rectify inefficiencies in processes and resource allocation.
Customer Personalization
In a world where customer experience matters more than ever, machine learning enables businesses to deliver personalized services and products. This includes:
- Tailored product recommendations in e-commerce platforms.
- Customized marketing campaigns based on user preferences and behavior.
- Real-time personalization of website content to align with user interests.
Operational Efficiency
Machine learning optimizes internal processes, ensuring smooth and efficient operations. Examples include:
- Enhancing logistics by predicting delivery times and reducing transportation costs.
- Monitoring equipment performance to predict maintenance needs.
- Improving quality control processes in manufacturing.
Cost Reduction
By automating tasks and minimizing errors, machine learning reduces operational costs. Businesses save money by:
- Cutting down on human errors in manual processes.
- Optimizing resource allocation for maximum ROI.
- Detecting fraudulent activities early, minimizing financial losses.
What Does a Machine Learning Company Do?
A machine learning company specializes in designing, building, and implementing intelligent solutions that leverage data to solve complex business challenges. These companies bridge the gap between raw data and actionable insights, enabling businesses to harness the power of AI for sustained growth. Below are the key responsibilities of a machine learning company:
Problem Analysis
- Machine learning companies start by understanding the specific needs of a business.
- They assess current challenges and identify areas where machine learning can add value.
- This phase includes consulting with stakeholders, defining objectives, and creating a roadmap for implementation.
Data Preparation
- The success of any machine learning project depends on the quality of data.
- ML companies clean, label, and organize datasets to ensure they are ready for model training.
- They may also source additional data, if required, to enhance the model's performance.
Model Development
- Machine learning experts design and train algorithms tailored to the business's unique requirements.
- Depending on the project, they might use supervised, unsupervised, or reinforcement learning methods.
- The goal is to create a model capable of accurately analyzing data and making predictions or decisions.
Deployment and Integration
- Once the ML model is developed, the company ensures its seamless integration into the client's existing systems.
- They test the model in real-world scenarios to validate its performance and make necessary adjustments.
- The deployment process includes setting up APIs, dashboards, or other user interfaces for easy accessibility.
Monitoring and Maintenance
- Post-deployment, machine learning companies monitor the model’s performance to ensure it continues to deliver accurate results.
- They provide regular updates to adapt the model to new data or changing business needs.
- Ongoing maintenance involves fine-tuning the algorithm and addressing any issues to keep the solution effective.
What Services Do Machine Learning Companies Offer?
Machine learning companies provide a wide range of services designed to empower businesses with intelligent solutions. Their expertise spans across various industries, enabling businesses to solve complex challenges, optimize operations, and unlock new opportunities. Here are the core services offered by machine learning companies:
Custom ML Model Development
- Machine learning companies create tailored solutions to address unique business challenges.
- They design, train, and optimize algorithms to meet specific objectives, such as improving operational efficiency or enhancing customer experiences.
- Custom models ensure businesses receive solutions that align with their goals and datasets.
AI and Data Science Consulting
- Expert AI consultants help businesses develop an effective AI strategy.
- They analyze existing workflows, assess data readiness, and recommend the best approaches for implementing machine learning.
- Consulting services often include feasibility studies, cost analysis, and project roadmaps.
Natural Language Processing (NLP)
- NLP services enable businesses to process and analyze textual data effectively.
- Common solutions include chatbots, sentiment analysis, voice recognition, and document summarization.
- NLP applications are widely used in customer support, market research, and content analysis.
Computer Vision
- Computer vision services involve creating models that can interpret and analyze visual data.
- Businesses use these solutions for tasks like facial recognition, object detection, and image classification.
- Applications extend to security systems, healthcare diagnostics, and autonomous vehicles.
Predictive Analytics
- Machine learning companies build models that forecast trends and behaviors using historical data.
- Predictive analytics helps businesses in demand forecasting, customer churn prediction, and risk management.
- These models provide actionable insights to guide decision-making and strategy.
Big Data Analytics
- ML companies help businesses harness large and complex datasets to derive meaningful insights.
- They leverage machine learning techniques to analyze unstructured data from various sources, such as social media, IoT devices, and business transactions.
- Big data analytics enables smarter decision-making and uncovers hidden opportunities.
Cloud-Based ML Solutions
- Machine learning development companies offer scalable and flexible solutions hosted on cloud platforms like AWS, Google Cloud, or Microsoft Azure.
- Cloud-based ML services are cost-effective, easy to implement, and accessible from anywhere.
- Businesses can utilize these solutions for real-time analytics, collaborative projects, and faster deployment.
What Are the Benefits of Hiring a Machine Learning Development Company?
Hiring a machine learning development company offers a wealth of advantages, making it an essential choice for businesses aiming to integrate AI into their operations. These companies provide expertise, scalability, and advanced tools to deliver customized solutions that drive innovation and efficiency. Let’s explore these benefits in detail:
Access to Expertise
When you hire a machine learning development company, you gain access to a team of experts with extensive knowledge in AI and data science. These professionals are well-versed in the latest machine learning algorithms, frameworks, and industry best practices. Their experience ensures that your project is not only executed efficiently but also tailored to your specific business needs. Instead of building in-house capabilities from scratch, partnering with a seasoned ML development team allows you to benefit from their specialized skills and proven methodologies.
Faster Time to Market
Speed is often critical in today’s competitive landscape, and a machine learning development company can significantly accelerate the implementation of your solutions. Their streamlined workflows and structured development cycles ensure that your project progresses efficiently from concept to deployment. This faster time to market enables your business to stay ahead of competitors by quickly delivering innovative products or improving operations. Whether it’s launching a new feature or optimizing an existing process, time saved can directly translate into a competitive advantage.
Cost-Effectiveness
Building an in-house team for machine learning can be a costly endeavor, requiring significant investments in hiring, training, and infrastructure. By outsourcing to a machine learning development company, you can eliminate these overhead costs. These companies operate on a flexible pay-as-you-go model, allowing you to allocate resources based on your project’s scope and complexity. This approach is especially beneficial for startups and small businesses that may not have the budget to maintain a full-fledged in-house team while still accessing top-tier expertise.
Scalable Solutions
As your business grows, so do your data and operational needs. ML development companies create scalable solutions that can adapt seamlessly to your evolving requirements. Whether it’s processing larger datasets, integrating with new systems, or handling increased user demands, their solutions are designed for flexibility and future expansion. This scalability ensures that your machine learning systems remain effective and reliable, even as your business landscape changes.
Advanced Tools and Technologies
Top Machine learning development companies leverage state-of-the-art tools and frameworks to create efficient and high-performing solutions. Platforms like TensorFlow, PyTorch, and cloud-based machine learning services are just some of the technologies these ML agencies utilize to stay at the forefront of innovation. By tapping into their access to advanced tools, businesses can benefit from cutting-edge solutions without needing to invest in expensive software or hardware themselves.
Ongoing Support
The journey doesn’t end with the deployment of a machine learning solution. Continuous monitoring, maintenance, and updates are crucial to ensure the system remains effective over time. Machine learning development companies provide ongoing support to optimize performance, address new challenges, and adapt to changing data or business needs. This ensures that your machine learning models continue to deliver accurate and reliable results, providing long-term value to your organization.
Key Factors to Consider When Hiring Machine Learning Development Companies
Choosing the right machine learning development company is critical to the success of your project. A well-suited partner will bring the expertise, experience, and resources needed to implement effective solutions tailored to your business needs. Here are the key factors to consider when making your decision:
Technical Expertise
The technical proficiency of the ML development team is one of the most crucial factors. A good machine learning development company should demonstrate deep knowledge of ML algorithms, frameworks, and tools like TensorFlow, PyTorch, and Scikit-learn. They should also be familiar with handling structured and unstructured datasets and integrating machine learning solutions into existing systems. A company with strong technical expertise will ensure that your project is executed with precision and efficiency.
Portfolio and Case Studies
A robust portfolio is a clear indicator of a company’s capabilities. Reviewing case studies and past projects can give you insight into the types of problems they have solved and the industries they have served. Look for projects that align with your business needs or demonstrate innovative problem-solving. A proven track record of delivering successful machine learning solutions speaks volumes about their reliability and expertise.
Client Reviews and Ratings
Feedback from previous clients offers valuable insights into the company’s professionalism, communication, and ability to meet deadlines. Reviews and ratings on platforms like TopDevelopers.co, Clutch or Google provide reviews of the client experience. Pay attention to consistent positive feedback and any red flags, such as poor post-project support or missed deadlines. Client testimonials can help you gauge how well the ML development service provider aligns with your expectations.
Customization Capabilities
Every business has unique needs, and a machine learning development company must be able to tailor its solutions accordingly. Avoid ML firms that rely on cookie-cutter approaches. Instead, choose a partner who invests time in understanding your requirements and designing custom models that address your specific challenges. Their ability to adapt to your needs is essential for ensuring the success of the project.
Budget and Pricing
Cost is a significant consideration, but it should be balanced with quality. Ensure the ML development company provides a transparent pricing model that outlines all potential costs upfront. This includes development, deployment, and potential ongoing maintenance fees. Be wary of companies that quote significantly lower prices without clear explanations, as this could indicate hidden costs or subpar quality. A good company will help you strike a balance between affordability and excellence.
Post-Development Support
The journey doesn’t end with deployment. Machine learning solutions require ongoing maintenance, updates, and troubleshooting to remain effective. Ensure that the company provides robust post-development support to optimize performance and adapt to new data or business needs. A reliable machine learning development partner will offer regular updates, resolve issues promptly, and ensure that your machine learning models continue to deliver value over time.
How TopDevelopers.co Can Help?
Finding the right machine learning development company can be a challenging task, but TopDevelopers.co simplifies this process by providing a well-structured platform tailored to your needs. With an emphasis on quality and relevance, we help businesses connect with the best machine learning service providers. Here’s how TopDevelopers.co stands out:
Curated Listings
TopDevelopers.co features a carefully curated list of verified machine learning companies. Each listing includes detailed profiles showcasing the company’s expertise, portfolio, key services, and industry focus. By ensuring the accuracy and authenticity of our listings, we provide businesses with a reliable starting point to find the right machine learning development agency for their specific requirements.
Advanced Filters
Our platform is designed with user convenience in mind. Advanced filters allow you to refine your search based on criteria such as location, budget, industry focus, and expertise. This simplifies the decision-making process, enabling you to quickly identify companies that align with your goals. Whether you’re looking for a company specializing in predictive analytics, natural language processing, or computer vision, our filtering tools help you narrow down your options effectively.
Trusted Reviews
We understand the importance of making informed decisions, which is why we include genuine reviews and feedback from previous clients. These insights offer valuable perspectives on a company’s reliability, communication, and quality of service. Trusted reviews on TopDevelopers.co empower you to choose a machine learning partner with confidence, knowing they have a proven track record of success.
Global Reach
TopDevelopers.co connects businesses with top machine learning experts from around the world. Whether you’re seeking a local partner or looking to leverage global talent, our platform provides access to companies with diverse expertise across different regions and industries. This global reach ensures that you can find a ML development partner capable of meeting your unique needs, regardless of your location or project scope.
Frequently Asked Questions
A machine learning development company specializes in creating, deploying, and managing ML-based solutions tailored to business needs. These companies leverage advanced algorithms, data science expertise, and cutting-edge tools to build systems that automate processes, analyze data, and provide actionable insights. They cater to various industries, including healthcare, finance, e-commerce, and manufacturing.
Finding the right company within your budget involves careful evaluation. Start by comparing portfolios to assess their expertise and previous work. Check client reviews and ratings to understand their reliability and performance. Don’t hesitate to request quotes and negotiate pricing based on your project scope. Transparent communication about costs and deliverables is key to making the best choice.
Machine learning development companies can create various types of models, including:
- Supervised Learning Models: For tasks like classification and regression using labeled data.
- Unsupervised Learning Models: For clustering and anomaly detection with unlabeled data.
- Reinforcement Learning Models: For decision-making in dynamic environments.
- Hybrid Models: Combining multiple approaches to address complex challenges.
Yes, most machine learning development companies specialize in building custom solutions. They begin by understanding your specific requirements, data, and goals. Custom ML models are designed to solve unique challenges, such as predictive maintenance in manufacturing, fraud detection in finance, or personalized recommendations in eCommerce. These solutions are tailored to fit your industry and operational needs.
The hourly rate for machine learning engineers varies based on factors like expertise, project complexity, and location. On average:
- Entry-Level Engineers: $30–$50 per hour.
- Mid-Level Engineers: $50–$100 per hour.
- Expert Engineers: $100–$200+ per hour.
Rates can also differ significantly across regions, with North America and Europe typically having higher costs compared to Asia or Eastern Europe.
Machine learning companies utilize a variety of tools and frameworks to build robust solutions, including:
- Frameworks: TensorFlow, PyTorch, Scikit-learn, Keras.
- Programming Languages: Python, R, Java.
- Cloud Platforms: AWS (Amazon Web Services), Google Cloud Platform (GCP), Microsoft Azure.
These tools enable efficient development, training, and deployment of ML models.
Yes, additional costs may apply for maintaining and upgrading ML systems after deployment. Typical pricing structures include:
- Monthly or yearly maintenance fees.
- Charges for significant updates or modifications.
- Support fees for troubleshooting or optimizing performance.
Discussing these costs upfront with the development company ensures transparency and avoids unexpected expenses.
Success is typically measured using performance metrics such as:
- Accuracy: The correctness of predictions.
- Precision and Recall: The relevance and completeness of results.
- ROI (Return on Investment): The business value generated by the ML solution.
These metrics ensure that the deployed models meet the business goals and perform effectively in real-world scenarios.
Yes, most companies offer post-development support to ensure long-term success. This includes regular updates to keep models accurate and effective, troubleshooting to resolve issues, and optimization based on new data or business needs. Ongoing support is essential for maintaining the relevance and performance of machine learning solutions.