Gaurav Chintakunta.
I build AI systems you can look inside.
Local-first
decisions. Visible reasoning. Bounded actions.
Architecture overview
Ideas, implemented.
Not just architecture diagrams.
Working products, with demos
and source.
Small fixes.
Real downstream impact.
Find the bug. Reproduce it.
Ship the fix with a regression
test.
Curiosity.
With a test suite.
GAURAV CHINTAKUNTA / NJ, USA
I'm interested in the part between "the model works" and "the system works."
That means the uncertain edge cases, the tools an agent can actually call, the trace that explains a bad answer, and the local model that saves an unnecessary API request.
My work spans AI engineering, full-stack products, and deep-learning research. I build in Python, Go, and TypeScript, and contribute fixes to the tools I use.
MS, Computer Science
University of Illinois Chicago / May 2026 / GPA 3.89
B.Tech, Computer Science
JNT University Hyderabad / May 2024
Graduate Researcher
University of Illinois Chicago
Transformer-based GAN research over 2 TB+ of spatialomics data. Parallel ingestion, HPC training, and reproducible experiments.
Machine Learning Intern
AIML Analytics Solutions
Forecasting models on SQL streams, REST data-validation services, and analytics dashboards.
The toolkit
Python / Go / TypeScript / SQL / Scala / C
PyTorch / PydanticAI / CrewAI / LangGraph / MCP / RAG / scikit-learn
FastAPI / Next.js / Postgres / Kubernetes / Docker / Prometheus / Cloudflare Workers
Let's build
something that holds up.
AI / ML / Software Engineering
New Jersey, NYC metro / OPT
work authorization