Selected work
Course builder for an EdTech platform
Turns a company's raw documents into complete training courses: lessons, slides, quizzes and voiceovers. Each client's data stays fully separate. Cut manual authoring time by about 70%.
How it works →Phone agent for a US logistics company
Answers live customer calls about orders and warehouse status. Replies start in under 350 ms, and callers can only ever reach their own data.
How it works →Reservoir: fund reconciliation you can audit
The AI reads messy fund reports; plain code does all the math. Every number traces back to the exact cell it came from. Passed all 43 audit checks on a synthetic quarter of fund data.
How it works →A language model, built from scratch
Wrote and trained a 21M-parameter GPT-style model in PyTorch, tokenizer included. Now using it to test ways to make small models cheaper to run.
How it works →
Experience
- Apr 2026 – Present
Backend & AI Systems Engineer · TechRAQ
I lead backend and AI work for a multi-tenant course-building platform, and build voice and computer-vision tools for US logistics clients.
- Jul 2022 – Apr 2026
AI Systems Engineer & Applied ML Researcher · Independent AI Systems Engineering & R&D
Built AI systems for clients end to end: search over company documents, document processing, and analysis tools for investment funds. Trained small language models from scratch on the side.
- Graduated Jul 2022
B.Tech, Computer Science & Engineering · Indian Institute of Technology (IIT) Indore
Writing
- Let the model read. Let code do the math.Why an AI system for fund operations should never do arithmetic itself, and how Reservoir keeps reading evidence separate from computing numbers.
- Two ways to make small language models cheaperSpend compute only where text is hard to predict, and let layers share memory instead of each keeping their own.
- From 2.5 seconds of silence to replies in under 350 msHow we made a phone agent fast enough for natural conversation, and kept each caller locked to their own data.
Contact
I'm looking for forward-deployed and applied AI roles. Email is the fastest way to reach me.