I'm Sambhav Vinit Kain, a developer and AI researcher with a passion for building intelligent systems. My work sits at the intersection of machine learning and software engineering — from research on NLP and deep learning to deploying AI-powered applications in production.

During my Master's research, I investigated search-based and learning-based approaches for decision-making in Hanabi, a co-operative partially observable card game used as a benchmark for multi-agent reasoning under uncertainty. This work deepened my understanding of reinforcement learning, game theory, and multi-agent systems.

Beyond research, I enjoy building practical applications — from microservices platforms to recommendation engines and chatbots. I believe in writing clean, maintainable code and creating systems that solve real-world problems.