(1 Reviews)
Last updated 11 August, 2025
Top Machine Learning Companies
Find Top Machine Learning Companies and Hire Expert ML Engineers?
Looking for expert Machine Learning companies to accelerate your AI initiatives? TopDevelopers.co showcases a curated list of highly rated ML service providing companies, verified through rigorous analysis.
Our listings help you select top Machine Learning developers based on:
- Client reviews & ratings
- Technical expertise
- Industry experience
- Project Portfolio
Whether you need predictive analytics, deep learning systems, NLP solutions, or custom AI models, you will find trusted ML companies ready to help. Each machine learning company featured here has been evaluated by our analysts for quality and reliability, so you can hire with confidence. If you’re looking to work with individual engineers instead of an agency or company, hire machine learning engineers through Toptal’s network of vetted talent.
List of Best Machine Learning Engineers
747 Companies | Last Updated 30 December, 2025
Empowering Next-Gen Businesses with AI-Driven IT Solutions
Metizsoft Solutions is a leading AI development company in India that offers advanced AI and ML solutions tailored to startups, SMEs, and enterprises. Our experienced AI specialists build intelligent, scalable software across eCommerce, Web, and Mobile & Cloud platforms. Since 2012, we’ve empowered global brands to accelerate growth through innovation and digital transformation. As certified Shopify Experts, we provide end-to-end Shopify development, including custom theme design, app integration, and store optimization. With a strong…Explore the detailed profile of Metizsoft Solutions
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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
Building The Future With Digital Solutions
OTS Solutions is a leading Digital Solutions Consulting & Services provider headquartered in Richardson TX. OTS offers unmatched quality to improve efficiencies and help grow the businesses of our clients across the globe. With deep domain knowledge and an expert talent pool, OTS delivers value to its customers through innovation, knowledge, and expertise. OTS aligns its offerings with award-winning…Explore the detailed profile of OTS Solutions
RW
A Trustworthy service provider Company
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51 to 250
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$26 - $50
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$25001 - $50000
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USA, India
Empowering Innovation with Blockchain and AI Solutions
CDN Solutions Group is a trailblazer in the realm of technology services, specializing in custom software development, Ai/Ml development services, web development, mobile app development, and comprehensive IT solutions. With a robust portfolio and a commitment to excellence, CDN Solutions Group stands out as a leading provider, dedicated to delivering innovative and customized…Explore the detailed profile of CDN Solutions Group
I find them really quick, capable and confident
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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
cloud, Big Data, Blockchain, startup, QA, web development,
Founded 18 years ago and built on the pillars of innovation, efficiency, and a deep understanding of cloud infrastructure, IT Svit has established itself as a leader in the IT services industry. With a robust operational backbone in Estonia and an advanced R&D segment in Ukraine, we are a global presence delivering localized solutions across a spectrum of cloud technology needs. Our mission is…Explore the detailed profile of IT Svit
All the tasks were done on time!
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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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Estonia
Partners From Alpha To Ultimate
At TRooTech, we take a consulting-led approach to solving complex enterprise challenges through AI-powered systems, CRM ecosystems, and bespoke software development. Our focus is not just on building code—but on architecting business intelligence that aligns with measurable outcomes. We work with CXOs and IT leaders to identify innovation gaps, streamline customer workflows, and design systems that evolve with business strategy. Whether you're automating operations through AI or deploying a CRM to unify teams, TRooTech ensures technology…Explore the detailed profile of TRooTech Business Solutions
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51 to 250
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$26 - $50
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Less than - $5000
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India, USA
Engineering Awesome
Ingenuity Global Consulting is a software development company that builds world-class applications across a variety of platforms and industries. Right from ideation, UX/UI design, development to final deployment, we have successfully developed 150+ web and mobile apps for over 60 clients spread across 10+ countries. In the span of 14+ years, we have partnered with start-ups to creative agencies and enterprises of various industries. Our highly talented team of coders, designers, and software engineers tailor IT solutions that strongly propels your…Explore the detailed profile of Ingenuity Global Consulting
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51 to 250
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$26 - $50
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$25001 - $50000
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Philippines
CODIANT, a YASH technologies company,is a leading Custom Web Product Development Company with an immense experience in delivering customized services in the field of Mobile App & Web Development, UI/UX Development, Enterprise Mobility Solutions, and Application Maintenance Services for fortune 500 organizations, mid-size enterprises and startups. We’re an ISO 9001-2008 & ISO/IEC 27001:2013…Explore the detailed profile of Codiant Software Technologies
Great team and company
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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, UK, Australia+2
Web, Mobile and IoT solutions. Easy.
We're CimpleO, Award Winning Digital Agency who deliver on-time and under-budget. Guaranteed. No joke. Since 2012. We do websites, cloud applications , IoT and web-services. Fast, stable, and solid backbone for any application, which will rule the world tomorrow and ecommerce solutions that will help you today. Also we do pixel-perfect work, we do clean code and we don't do compromises about those. We design and develop elegant CMS driven web/mobile apps as well as engineering solutions that are made to scale. We serve enterprise clients,…Explore the detailed profile of CimpleO
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11 to 50
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$51 - $100
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$10001 - $25000
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Thailand, Hong Kong
Transforming Business Outcomes with Digital, Data Excellence
Founded in 2006, Infojini is a global Software Engineering and Digital Transformation company delivering excellence in AI-driven solutions, Data Engineering, Cloud Transformation, and Full-Stack IT Staff Augmentation. Headquartered in New Jersey, USA, with global delivery centers in India, we combine engineering precision with strategic insight to accelerate digital growth for enterprises worldwide. For nearly two decades, we’ve been a trusted partner to Fortune 500 companies, government agencies, and high-growth enterprises—helping…Explore the detailed profile of Infojini Consulting
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251 to 1000
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$26 - $50
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$5001 - $10000
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USA, India
Innovative Solutions for a Better Tomorrow
As a trusted partner for global enterprises, we specialize in developing Native Web and Mobile Applications, as well as providing AI & ML services hosted on AWS and Azure Cloud, Quality Engineering Services, Enterprise Services, and product implementations. Our team consists of over 400 Agile and intelligent employees, with a development center in India and global offices located in the US, UK,…Explore the detailed profile of OptiSol Business Solutions
Customer focused approach.
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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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USA, India, UK
Choice for AI-Powered Newage startup solutions
Amongst the Top AI Powered Mobile App Development companies. We are more than just a development company; we are your strategic partner in innovation. With over 24 years of relentless dedication to excellence, we deliver premium Mobile Apps and AI Powered software solutions meticulously crafted for startups and SMEs worldwide. Our agile development model guarantees rapid…Explore the detailed profile of WDI - A Mobile App Development
WDIPL: The Leading Option for Mobile App Development
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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, UK, India
Your Digital Solutions and Consulting Partner
Born in 2015 as an e-commerce solutions provider, WiserBrand has become the trusted partner for enterprises driving AI-powered transformations. With our headquarters in New York and R&D hub in Latin America, we help businesses across industries automate smarter, scale faster, and stay ahead of the curve. We deliver: AI That Works We implement practical AI that solves real business…Explore the detailed profile of WiserBrand
Great digital marketing agency
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51 to 250
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$51 - $100
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$10001 - $25000
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USA, Germany, France+9
Empowering IT Solutions
Custom software, web development and IT business solutions provider company US, 18+ years’ experience in building mobile, cloud & web solutions. AllianceTek provides onshore client service and project management team along with overseas developers and designers to deliver the maximum benefit to our clients. We eliminate the hurdles and headaches often associated with the traditional outsourcing…Explore the detailed profile of AllianceTek Inc.
Their team ensured a solid project management experience.
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51 to 250
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$26 - $50
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Less than - $5000
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USA, India, Australia
Accelerate Innovation with AI-Driven Development
JumpGrowth is a premier AI-led product engineering studio headquartered in Dallas, Texas. JumpGrowth specializes in building scalable, AI-powered software applications and products tailored for tech startups and enterprise innovation teams. With a global team of experts, the company has successfully delivered over 500 projects across diverse industries including SaaS, healthcare, banking, financial services, insurance, real estate, logistics and retail. JumpGrowth’s agile, sprint-based development methodology ensures rapid prototyping,…Explore the detailed profile of JumpGrowth
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51 to 250
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$26 - $50
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$25001 - $50000
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USA
Empowering Businesses Through Cutting-Edge IT Solutions
At EitBiz (Extrovert Information Technology), we love helping ideas take shape. For over 8 years, we’ve been building custom mobile apps and web solutions that are not just functional—but meaningful. We work closely with startups and businesses to craft digital products that feel good to use and are built to grow. With a focus on clean design, smart development, and real collaboration, we’re here to help you build solutions that make a lasting impact. Explore the detailed profile of EitBiz
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51 to 250
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$26 - $50
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Less than - $5000
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USA
X-Byte Enterprise Solutions is the top rated Web and Mobile Application Development Services Provider Company in India, USA, and UAE which offers the best web and mobile app development services with affordable prices across the globe. With the advent of mobile technology, IT industry along and mobile app development industry has seen dramatic growth. Being the top rated mobile app development company, we follow a clean and transparent Mobile Application Development process. We provide all kinds of best web and mobile application development solutions,…Explore the detailed profile of X-Byte Enterprise Solutions
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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, India, Germany+1
If you can imagine it, we can build it
Arbisoft is a custom software development company and a chosen engineering partner for market leaders all over the world in a variety of verticals. With over a decade and a half of experience under our belt, we have forged lasting relationships with our clients to bring value to their users and enable digital transformation for businesses both locally and globally. Our workforce of over 900 professionals worldwide is dedicated to meeting our clients' evolving requirements, offering cutting-edge services and crafting state-of-the-art digital…Explore the detailed profile of Arbisoft
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251 to 1000
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$51 - $100
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$50001 - $100000
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USA, Germany, Saudi Arabia
Innovate. Disrupt. Transform.
Innovify is a digital product studio for enterprises & start-ups, demanding the very best in new product development and business transformation by harnessing the power of disruptive technologies. With a lean and agile mindset, we go beyond traditional enterprise application development to provide a full range of digital services to not only build user-centred products, but we also disrupt markets for our clients to grow and transform; an ideal intersection of user, technology and commerce. With a diverse team of highly competent talent, we…Explore the detailed profile of Innovify
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51 to 250
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$51 - $100
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$25001 - $50000
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UK
A CMMI Level 5 Company
Established in 2000, SEASIA INFOTECH proudly serves as a leading provider of IT consulting and software development services, headquartered in India. With a comprehensive suite of services including enterprise development, application development, marketing strategies and outsourcing technologies, we deliver efficient, tailor-made solutions that align with your specific business goals. Our esteemed…Explore the detailed profile of Seasia Infotech
They’re excellent programmers and know how to come up with innovative solutions that meet our ultimate goals.
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251 to 1000
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$26 - $50
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$10001 - $25000
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USA, India, Canada+3
Delivering Innovative Technology Solutions
Nevina Infotech is a top software development company that is famous for its custom app development services, such as web app development, mobile app development, and more. It commits to delivering top-notch services to clients and helping them expand their business. Our entire development team has the expertise in delivering the best mobile app development, and software development services with…Explore the detailed profile of Nevina Infotech Pvt. Ltd.
AD
They are phenomenal!
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11 to 50
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Up to $25
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$10001 - $25000
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India
IoT, AI, Game, AR/VR, Web & App Development Company
FROM DESIGNING TO DEVELOPMENT, WE MASTER THE ART OF EXCELLENCE WITH A VISION. KrishnaPadam IT Solution Pvt Ltd. is an IoT, AI, AR/VR. Software, Web, Mobile App, and Game Development Company established in 2015. The KPIS Pvt. Ltd. team is on a mission to help small and medium-sized businesses have an online presence that is visible to their intended audience group. Also, execute your company thought to the real world by making your site, web, and mobile applications. As a technology IT solutions provider, we drive innovation across…Explore the detailed profile of KrishnaPadam IT Solution Pvt.
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11 to 50
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Up to $25
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$5001 - $10000
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India
Reliable Web & Mobile App Development Company
Founded in 2011, Relia Software is a trusted name in custom software and mobile app development. With a commitment to innovation and user-centric design, we have delivered over 300 applications across fintech, healthcare, eCommerce, travel, and more. Our expertise spans mobile and web development, AI solutions, DevOps, and digital transformation, helping startups and enterprises scale efficiently. We have grown into a global technology partner, serving clients across the US, Canada, Europe, and Asia. Our team of passionate engineers and designers…Explore the detailed profile of Relia Software
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51 to 250
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Up to $25
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$5001 - $10000
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Vietnam
Certified Experts, Patented Excellence
Digis is a Software Development company with a team of 200+ professionals dedicated to Custom Development (Web & Mobile) and design. We offer Staff Augmentation Services to help businesses scale their development teams. Our technical stack is centered on Python (Django, Flask), JavaScript (React, Angular, Vue, Node, React Native), Java (Spring), .NET,…Explore the detailed profile of Digis
Well Experienced Knowledgable Professionals
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51 to 250
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$26 - $50
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$10001 - $25000
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Cyprus
A Trusted IT Partner
MINDIII is working to provide solutions, which are delivered with Reliability and Timeliness, Flexibility and Low Cost. Customer satisfaction is our primary aim. We design solutions keeping your business requirements as well as technical requirements in mind. We strictly follow Software Development life cycle to ensure that project is delivered in time without compromising in quality. To deliver superior software products and services that empowers our partners and customers to dramatically improve their development, deployment, integration and…Explore the detailed profile of MINDIII
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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
Possible is an Attitude
At Green Apex, we are dedicated to driving next-generation digital transformation with cutting-edge CMS development and AI-powered solutions across multiple industries. With a strong foundation in Agile 2.0 and Design Sprint methodologies, we craft intelligent digital solutions that enhance business efficiency and customer satisfaction. Our expertise spans diverse domains, including: ✔ Content Management Systems (CMS) – Headless CMS, Strapi, Contentful, Directus ✔ AI & Automation – AI-driven analytics, process automation, intelligent…Explore the detailed profile of Green Apex
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51 to 250
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$26 - $50
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$5001 - $10000
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India, Canada, USA+1
Flexible IT Talent and Agile Software Solutions
eSparkBiz, a CMMI level 3 and ISO 9001:2008 certified company, has established itself as a leading Software and web development solution provider in the IT sector. With over 400+ trained and enthusiastic software engineers and more than 14 years of providing service, we have recorded 1000+ successful project deliveries all over the globe. eSparkBiz is a one-stop solution for all your technological…Explore the detailed profile of eSparkBiz
Esparkbiz – Aligned Like a Partner, Not a Vendor!
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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
Transforming Businesses with AI, Analytics, and Automation
Kanerika Inc. is a global IT services and consulting company specializing in AI, analytics, data modernization, and intelligent automation. We help organizations of all sizes, from SMEs to Fortune 500 companies, overcome operational challenges, and achieve digital transformation through high-impact technology solutions. With offices in the USA, India, Argentina, and Singapore, Kanerika…Explore the detailed profile of Kanerika
Their team successfully delivered the project.
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51 to 250
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$151 - $200
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$10001 - $25000
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USA
Design-led and data-driven product engineering services
We are an IT Software services company based out in USA and India, specializing in Big Data Analytics, AI/ML, UX/UI Design & End-toEnd Product Development. We have strong technical expertise in building highly scalable analytics on multiple cloud service providers. We have developed analytics-based products in the telecom, logistics, agriculture, ad-tech, tourism, education, healthcare,…Explore the detailed profile of UIUX Design Agency - 47Billion
SM
My overall experience with 47Billion is great!
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51 to 250
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$26 - $50
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$5001 - $10000
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USA, India
Infiniticube is an innovative and dynamic technology company that offers a broad spectrum of cutting-edge services. Founded in 2017, the company is the leading AI/ML services provider delivering significant software development services. Our extensive domain of knowledge encompasses mobile application development, artificial intelligence, and specialized technological solutions for the financial services and information technology fields.Headquartered in Noida, Uttar Pradesh, India, Infiniticube offers its services on a global landscape. Explore the detailed profile of Infiniticube Services
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11 to 50
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Up to $25
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$5001 - $10000
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India
Top Mobile & Web Development | AI Solutions | Digital
Quantum IT Innovation is a world-class IT firm specializing in Business optimization solutions, Web Development, App Development, AI, & Digital Marketing for B2B and B2C agencies and companies in the USA, UK, Canada, Ireland, UAE, Australia, India, & across the globe. Our expertise extends to working with startups and global enterprises, crafting innovative products that drive growth…Explore the detailed profile of Quantum IT Innovation
Exceptional SEO Services Tailored for Creative Professionals
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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, India, Australia+2
Forward Thinking Digital Innovation
Gleecus TechLabs Inc.(ISO 9001:2015 and ISO 20000-1:2018) is a fast growing Forward Thinking Digital Innovation Company that empowers businesses to achieve their Digital Transformation goals. We partner with leading Enterprises, SMES and Startups to realize their true digital potential leveraging our deep focus and expertise on Cloud, Data, AI/GenAI, Automation, Product Engineering, Cyber & Salesforce. Our solutions are deployed in various industries such as Healthcare, Life Sciences, Fintech, Education, Publishing, Retail, F&B, Manufacturing,…Explore the detailed profile of Gleecus TechLabs
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251 to 1000
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Up to $25
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$10001 - $25000
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USA
Expert in Product Engineering, AI Development, Web and
Since 2006, Agile Infoways LLC has been driving digital transformation by empowering startups, scale-ups, and enterprises with cutting-edge technology solutions. Over the past 19 years, we’ve proudly partnered with 900+ clients worldwide and successfully delivered 2500+ digital products across industries. With a team of 250+ skilled professionals, our expertise covers: Mobile & Web App Development, AI/ML Development Services, Salesforce Solutions (Customization, Implementation, Migration & Integration), Custom Software & Product…Explore the detailed profile of Agile Infoways LLC
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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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USA, India
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
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.