Gurjot Singh
AI engineer & full-stack developer building production-grade AI pipelines.
I'm an engineer at the intersection of applied AI and production systems — pipelines that don't just work in a notebook, but run reliably and cheaply at scale.
Currently at Shorthills AI, shipping agentic systems for tax professionals — re-engineered an LLM pipeline to cut inference cost 90% while scaling to 900K txns/month, and pushed 4 PRs upstream into LightRAG along the way. Finicky about good design.
Where I've shipped.
Software Development Engineer · Shorthills AI
Sep 2024 — PresentGurugram, India · Full-time- ▸Multi-agent research pipeline for tax professionals using Google ADK — iterative query breakdowns, multi-step retrieval; integrated Azure Blob Storage and shipped on AKS via Docker.
- ▸GenAI GST Input Credit Analyzer — re-engineered with prompt caching + async orchestration. Cut LLM cost 90% while scaling to 900K txns/month.
- ▸Boosted tagging accuracy 87% → 92% by switching standard RAG → LightRAG; merged 4 PRs upstream (#553, #585, #686, #750).
Software Engineering Intern · Skillto
Jun 2023 — Jul 2023Ludhiana, India · Internship- ▸Re-coded the app in Next.js + TypeScript + Recoil — up to 65% faster page loads.
- ▸Drove a website redesign in Figma + Illustrator, refining hierarchy and component vocabulary.
Things I've built.
Where I learned.
B.Tech, Electrical Engineering · NSUT, Delhi
Aug 2020 — May 2024Published at IEEE ICPEICES (2024) — research on Grey Wolf Optimization vs. Whale Optimization for residential energy management, combined with K-means clustering for peak-cost reduction.
Things I'm writing.
Let's build something good.
AI pipeline that needs to scale, product idea that needs an engineer, or just a chat — drop a note. I read everything.