Algorithms AI / ML
Our expertise with core packages that form the AI/ML space, including NumPy, PyTorch, and scikit-learn, enables us to build custom algorithms and powerful AI/ML models for you.

Our Algorithm/AI/ML Process

Time Series Forecasting
Predict future values in finance, medicine, weather, and more. Anticipate failures of systems or machines and take action.

Probabilistic Programming
Develop interpretable models guided by subject matter expertise. Harness uncertainty from model predictions for more confident decision-making.





Natural Language Processing
Create models and chatbots for speech recognition, question answering, document classification and summarization, and customer service tasks.





Reinforcement Learning
Build models to automate processes and optimize policies across many domains. Create autonomous control of vehicles, aircrafts, and robots.





Computer Vision
Build solutions for object recognition and tracking, medical image analysis, geospatial data processing, defect inspection, and maintenance monitoring.
Our Algorithm/AI/ML Consulting Approach
1
Our Experts
OpenTeam’s consultants include big data, open source, & AI/ML experts contributing to core technologies, analysts, engineers, data scientists, PMs, etc.
2
Stakeholder Involvement
From inception to delivery and beyond, we prioritize proper stakeholder collaboration throughout the algorithm/AI/ML project.
3
Assessment, Defining the Data Problem
We invest ample time in assessing needs, aligning on the Algorithm/AI/ML problem definition, prioritization, & strategy.
4
Research and Proof of Concept
We share the design of a Algorithm/AI/ML model and the POC early on to be adaptable and to ensure we’re meeting expectations.
5
Open Source & Data Science Knowledge Transfer
Our open source and data science experts transfer expertise along the way to strengthen your teams.
6
Solution Delivery and Optimization
We don’t just deliver a solution, we work with you throughout the project to optimize each milestone.
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Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.
HELPING COMPANIES BUILD BETTER SOFTWARE WITH OPEN SOURCE
Case Studies
Discover OpenTeams’ transformative case studies showcasing the power of our open source architects. Explore success stories of businesses harnessing open source technology for optimal workflows, collaboration, efficiency, and cost reduction. Join us on a journey of companies leveraging our expertise to elevate their digital capabilities with cutting-edge software.