Gayatri Panse

Hi, I'm Gayatri, a fresh graduate and AI systems builder working on real-world applications across legal tech and defence. I'm also part of a small founding team building AI products. Gradient Notes is my space to think and learn in public. Here I write about agentic systems, evals, search and retrieval, LLMs, and ML and DL models. Some posts are hands-on experiments with real numbers, some are literature surveys and deep dives into a topic, and some are short notes and insights from things I've built or read. Every post is a small step forward, like a gradient update, and this is where I keep track of them.