Senior Machine Learning Engineer at CVS Health
Hi! I'm Unmesh. I'm a Senior Machine Learning Engineer at CVS Health, on the team behind CVS's personalized offer engines, which send 1B+ offers a week. I built the MLOps platform that cut model deployment from 4 weeks to 2 days, and I co-developed the ML models and optimization that decide which offers each customer gets.
Before that, I built time-series forecasting and optimization for behind-the-meter battery storage at Sunverge and Rivian. At Sunverge, smarter charge and discharge scheduling for batteries saved utilities across the US hundreds of thousands of dollars. I started out verifying Green-e renewable energy and working on commercial solar. My interests include MLOps and ML platforms, recommender systems, and evaluating LLM applications.
Right now I'm taking AI Evals for Engineers and PMs. Outside work, I built a retail app with a 372-persona shopping simulation, a retail ML platform, and a LoRA fine-tune of Qwen2.5-1.5B.
Resume / LinkedIn · GitHub · unmeshmali@gmail.com