Software, backend, cloud, and AI engineer based in Pune, India.
I build dependable developer-facing systems, from backend and cloud services to AI-assisted tools with explicit evaluation and operational guardrails.
Portfolio · GitHub · LinkedIn · X
- ai-ml-portfolio — NumPy ML-from-scratch, speech VAD acceptance gates, and offline RAG/LLM evaluation. VAD model card · evaluation results
- agent-console — replay-first incident-investigation desk with visible planner and tool traces plus a retained WebSocket protocol console. Protocol decisions
- mangeshrautarchive — public portfolio source built with native web standards and an on-page AI assistant. Published site
Verified 2026-10-30. I have 26 GitHub metadata-merged pull requests across a tracked-company set: Apple (7), Microsoft (4), NVIDIA (4), AWS (3), Adobe (2), Sarvam (2), and OpenAI, Google, Moonshot, and Samsung (1 each).
Separately, 14 accepted Meta Pyrefly CodeSync landings credit mangeshraut712 on main; they are accepted landings, not GitHub merged pull requests.
- xAI x-algorithm #265 — draft; not merged or accepted.



