I build AI systems and try to figure out how to get people to actually use them. Most AI projects fail at adoption, not at the technology, and that's the gap I find interesting.
I work mostly in Python and TypeScript. Lately that means RAG pipelines, multi-agent systems, fine-tuning small open-weight models with QLoRA, semantic caching, and shipping CLI tools and developer tooling. I care about governance and reliability as much as I care about the model layer, which is probably why I keep ending up writing guardrail registers and OWASP mappings instead of chasing the newest benchmark.
📬 nk4286@stern.nyu.edu
🔗 linkedin.com/in/nayan-kanaparthi
🌐 nayankanaparthi.dev


