Prolego’s principles are an efficient way to share the lessons we have learned along the way with each other and with new team members. They form the foundation of our culture.
Design novel solutions using math, code, and creativity. Boost your skills while transforming the world's largest companies. We have both manager and individual contributor career paths.
Lead the world's largest companies into the AI future by building strategies and running engagements. Get on an AI leadership career path.
Design and build the infrastructure to power AI transformation at the world's largest companies. Become an expert in building MLOps components like data pipelines, model deployments monitoring, and much more.
Every potential employer promises you an opportunity to work on cutting-edge projects, but very few deliver on that promise. Here are examples of projects we have done for some of the world’s largest companies:
Develop a methodology to automate a complex business using inverse reinforcement learning.
Used weak supervision and programmatic approaches to building training data to help one of the largest life insurance companies reduce their legal risks by automating contract review.
Performed a literature search of state-of-the-art approaches to entity extraction for one of the world’s largest security regulators. Ultimately evaluated the LUKE methodology and many other standard techniques.
Used topological data analysis for a more sophisticated visualization of chat conversations at one of the largest life insurance companies.
Developed a bespoke approach for table extraction and transaction reconciliation from PDFs at one of the world’s largest banks.
Developed an MLOps architecture for scaling to thousands of models.