Hi, I'm Ansh!
I'm a Computer Science student and I build LLM systems.
I'm a senior CS student at Rutgers University, graduating December 2026, based in central New Jersey. My coursework runs from data structures and algorithms through programming language theory. I've studied languages like Java, C and OCaml, but most of my time now goes into applied AI and backend work in Python.
Most recently, I built an agentic RAG pipeline over 1000 arXiv research papers. It searches with a mix of keyword and semantic retrieval, reranks what it finds, and runs a LangGraph agent that breaks a question down, checks whether it actually has enough to answer, and tries again when it doesn't. It's deployed and you can query it right now. Before that, I made a text RPG engine where an LLM plays dungeon master but a deterministic Python engine owns all the game state and only applies a change after it passes validation. It's like playing through your own adventure book!
Beyond those, I like building things and I care about understanding systems all the way down. I'd love a role where what I built genuinely helps people and solves real problems.
Featured Work
BM25 + semantic retrieval, cross encoder reranking, and a LangGraph agent with query decomposition and retry loops. Runs over 1000 arXiv papers, demo is deployed and live (free tier, first query may take ~30–60s to wake).
An LLM dungeon master constrained by a deterministic engine where every state change passes Pydantic schema validation before it's applied. Three tiered memory system, regression eval harness.
Education
B.S. Computer Science
A.S. Computer Science
What I'm Looking For
I'm looking for full time new grad software engineering roles starting January/February 2027, particularly in AI engineering and backend development.
I'm open to work within the US, but particularly targeting the NYC metro area. I am based in central NJ.
Hobbies
When I'm not busy with school or projects, I enjoy reading and playing video games. I'm a big fan of anything in the fantasy genre. Right now I'm playing a lot of indie games and I'm a long time Overwatch player. I'm also really into music, and I'm teaching myself to play the guitar!
Contact
The best way to reach me is via email or LinkedIn.