Mlops

Most coaching apps prescribe rigid schedules and punish missed sessions. Bloom-for-Learning adapts Stanford’s Motivational Interviewing coaching model into a multi-agent LLM system with a ReAct calendar tool loop, MCP calendar sync, and local-first memory — co-creating study plans instead of dictating them.

A complete churn prediction engine with XGBoost, FastAPI, CLI, dashboard and open-source architecture for winning back at-risk customers. Applied machine learning to real business problems.