About me
I build AI products. Before that, I wrote firmware.
The constraint hasn't changed.
In embedded systems, a bug doesn't break a feature. It breaks the hardware. I spent 6+ years in that world, writing secure bootloaders and safety-critical firmware at ON Semiconductor and Altran. That taught me to build software where correctness is non-negotiable.
I took that into AI product engineering. At Renovate AI, a $3M ARR product, I shipped Gemini agents and features end to end, including a cost-estimation agent that lifted paid conversions 10%, and built the ReAct tool-use loops, MCP tools, and the evaluation and observability pipelines behind them. Before that, at Clovinyx, I delivered LLM research tools on LangGraph and RAG.
I care about the hard, useful middle: problems that take real engineering and that someone actually needs solved. AI features that move real metrics, firmware that ships in production silicon. Things that work when it counts.
Let's ConnectWork Experience
- 2025 – 2026

Product Engineer
Renovate AI
Owned mobile app product strategy for an AI-powered home renovation platform. Led end-to-end feature delivery from user research through UAT.
◆ Gemini-powered cost estimation → +10% paid conversions
◆ Instrumented LLM evaluation and roadmap on PostHog (latency, accuracy, cost)
◆ Shipped Gemini agents and features end-to-end, from research through UAT
- 2024 – 2025

AI Product Engineer
Clovinyx
Built and shipped multiple AI-first products combining LLM automation with full-stack product development.
◆ PaperPilot (LangGraph + FAISS) → -10% churn
◆ AI chatbots automated 60% of initial inquiries
◆ SEO launch → +30% organic traffic
- 2020 – 2022
Software Engineer II
ON Semiconductor
Built embedded systems for Ruby SoC — a multi-core wireless communication platform. Led secure bootloader architecture.
◆ IPC interface → -20% boot time
◆ Python validation tool → -30% testing time
◆ CI/CD pipeline → 90% bug-free release
- 2019 – 2020
Senior Embedded Software Engineer
Altran Technologies
Led embedded software for Evo V2X — a vehicle-to-anything communication platform.
◆ Individual Excellence Award (top 5%)
◆ Resolved 500+ ISO26262 issues → $10K+ saved
◆ ECDSA security driver for secure bootup
- 2015 – 2018
Embedded Software Engineer
L&T Technology Services
Built AssetTrack — a safety and tracking device for construction workers.
◆ Tracking algorithm → +65% performance
◆ BLE beacon for Nordic NRF51
◆ Android app demo for scalability
Education
M.S., Information Technology & Management
University of Texas, Dallas
Product Management, Product Strategy, UX Design, Data Analytics
GPA: 3.52
Dean's Council, Nebula Labs (TPM), INFORMS, Orientation Leader
B.E., Electronics & Communications
Visvesvaraya Technological University, India
Embedded Systems, Digital Design, Computer Architecture, Networking
Beyond the work
Photography
I shoot street, travel, and candid moments. Photography taught me to slow down and really look — a skill that has made me a better product thinker.
See My WorkVolunteering
I give back through food drives and tech education — because access to opportunity should not depend on your zip code.
Travel
Lived across continents, explored dozens of cities. Every culture I encounter reshapes how I think about users and products.
