Yaman K Singla's PhD Thesis - "Behavior As A Modality: A Framework To Enable Automated Persuasion"

This project implements a simulation of evacuation of people from buildings using RL. Agents make decisions based on Raycast observations, simulating a person's limited vision.

Production-focused collection of AI/ML systems showcasing LLM pipelines, RAG, and classical ML. Emphasis on clean architecture, feature engineering, evaluation layers, and production patterns (FastAPI, Docker, Azure/AWS). Built for real-world deployable ML services.