Raunit Kohli
Welcome to my website! I'm currently working as a Machine Learning Software Engineer at Rocket Software, focusing on building LLM-powered tooling for enterprize optimization. I'm also actively collaborating with the Robotics Using Bayesian Inference Lab (Chiba Lab) at UC San Diego on a range of Reinforcement Learning, Dynamical Systems, and Embedded Systems projects.
What I'm doing with LLMs
- Coding AI-powered internal tooling to optimize enterprise efficiency.
- Building lecture series on upskilling the workforce in AI principles.
- Exploring LLM Reasoning Agents as an optimizer for Deep RL training pipelines.
What I'm doing with RL and Pro-Social Behavior
- Analyzing homebase-derived proxemic features as a tool for pro-social rat-robot interactions.
- Experimenting with real-time physics simulations of bio-influenced robotic exploration tasks.
- Designing novel sub-second precise multi-modal embedded systems for Pre-K classroom attention analysis.