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.

Trusted By Leading Open Source Partners​