Agentic engineering and local-first AI — production-grade, secure, and shipped in days. Not vibe-coded and hoped for; reviewed, tested, and yours to run.
Ex-NVIDIA cloud & product. Founder of Leap of Faith Labs. A computer engineer and systems designer who ships fast without leaving the safety behind.
A production-ready prototype, internal tool, or local-first app — spec to deploy, tested and documented. Python/JS, React/Node, on-device AI where it fits. You own the code.
For AI-built MVPs that are 90% there — or quietly leaking. A security & architecture review (OWASP Top 10, secrets, auth, row-level security), a plain-English report with costed fixes, and optional hardening to production.
For teams shipping AI code weekly with no review net. Ongoing review, security, and architecture guidance on a cadence — velocity high, risk low. CTO-level engagements to $15k/mo.
Every build checked for the OWASP Top 10, hardcoded secrets, real auth, and row-level security — the step that separates production software from a demo.
Tests and handoff docs, so it survives contact with production and the next engineer who touches it.
On-device / zero-egress options for privacy- and DPDP-sensitive work — AI features that never send data to a server.
People at the centre — the ethic I carry from Leap of Faith Labs into every build.
NVIDIA · Cloud/DevOps
Zero downtime and zero critical incidents patching mission-critical apps since Jan 2020. Shipped NVIDIA's first Azure Front Door + WAF; CIS-hardened images with Packer & Terraform; DataDog observability; automated SOX monitoring & cloud cost governance.
NVIDIA · AI Product
An EdgeAI facial-recognition system (featured at GTC 2022) and NVBot, an enterprise AI chatbot — with KPIs on availability, reliability, and adoption, and a data-protection review for trustworthy AI.
Founder
Leap of Faith Labs — local-first, privacy-first AI and digital public infrastructure for education. Agentic engineering in practice: Claude skills, MCP servers, eval harnesses, on-device LLM apps.
AWS-certified · BE Computer Engineering, Savitribai Phule Pune University (8.88/10) · Georgia Tech — HCI · Stanford GSB — Design Thinking
Leap of Faith Labs — the human layer on India's digital public infrastructure. Learning, culture, and care for the commons: made visible, valued, regenerative.
One spine, end to end: activity → evidence → verification → impact unit → regeneration.
The method and the spine — how a claim earns its keep.
After the Bell (pilot live) · Aikā ऐका (in build) · AI for ALL (cohorts opening).
The lab — what we're building, in the open.
Open artifacts under CC-BY-SA 4.0. Use, adapt, carry forward.
Evidence before any claim.
Run a school, cooperative, NGO, or fund? There's a way in.
Tell me what's 90% there, or what you wish existed by next week. Fixed scope, honest timelines, code you can trust.