Ganesh Epili
Hi, I'm Ganesh — an AI Engineer building complex agentic AI systems to solve hard problems. I like taking frontier models and turning them into agents that do real work end to end.
I went deep on research during my M.Tech, spending most of it on Large Language Models. These days my focus has shifted to applied, agentic AI — and on the research side I'm exploring video and audio models, including a temporally-aware video embedding model powering an agentic text-to-video evaluation benchmark.
I write here about agentic AI, LLMs, and what I learn building systems that actually ship. If any of that is your thing, the blog and projects are the best places to start.
Experience
Building complex agentic AI systems to solve hard problems.
NLP research on code-specific embeddings. Most systems reuse text embeddings for code — I worked on embeddings built for code itself: aware of its syntax, structure, modularity, and the relationships within a repository.
Education
Technologies
Frameworks, libraries, and tools I regularly use and enjoy working with. See more on my GitHub.
Agentic & LLMs
ML & Research
Backend & Infra
Frontend
Data
Contact
Open to discussing agentic AI, research collaborations, or hard problems worth solving. Reach out — I'd love to hear from you.