Profile
ML engineer with 8 years building production NLP and LLM systems. Led a retrieval platform answering 1M queries a day at under 400ms.
Experience
Staff ML Engineer — Cortexa AI
2022 – Present
Remote
- Led a retrieval-augmented generation platform serving 1M queries a day under 400ms p95.
- Cut inference cost by 45% with quantisation and batching.
- Built evaluation pipelines adopted as the release gate for 6 model teams.
Senior ML Engineer — Nimbus Payments
2018 – 2022
Bengaluru
- Deployed fraud-detection models that blocked ₹40 crore in fraudulent payments.