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jravinder/README.md

Hi, I'm Ravi πŸ‘‹

πŸ“ Austin, TX | 🏒 Director, GenAI Product & Engineering | πŸš€ Builder

GenAI Agentic AI LLMs Python PyTorch RAG NVIDIA AWS Snowflake TypeScript Next.js


About

Engineering leader with 18+ years shipping platforms across data, ML, and GenAI. I build AI systems that solve real problems at scale, lead teams that ship, and turn ambiguous ideas into production products. Currently at XPANSE where I built a multi-tenant GenAI platform from scratch: call intelligence (90 min β†’ <5 min), document intelligence (800+ types, 90%+ accuracy), and VLM research pipelines with autonomous optimization. Team of 45+.

Also helping startups at AISOFT I also build across sports, energy, photography, biotech, and education. Two-time NVIDIA hackathon finalist.


Highlights

πŸ† Studio Copilot β€” AI photography pipeline. Runner-up, NVIDIA GTC 2026. Showcased on NVIDIA Developer Live.

πŸ₯‡ Undervolt β€” GPU-accelerated urban intelligence. 1st place, NVIDIA DGX AITX 2025.

πŸ”¬ Biotech Research Studio β€” Open-source research workspace for any disease. Powered by Gemma. (repo)

πŸ§ͺ HD Research Hub β€” 75 papers, 42 drug candidates, 5 AlphaFold targets. (repo)

πŸ‘‰ See all projects β†’


πŸ’Ό Professional

Director, GenAI Product & Engineering β€” Xpanse AI 2024 – Present Multi-tenant GenAI platform. Call intelligence, document intelligence, VLM research pipelines. 45+ team.

Founder β€” AISOFT LLC 2022 – Present GenAI consulting for startups and enterprises.

Engineering & Architecture Lead β€” Rocket Mortgage 2017 – 2023 Built the data platform from scratch. Scaled to Rocket Central across the family of companies.

Senior SWE / R&D β€” Dynatrace 2011 – 2017 Real-time analytics, anomaly detection, APM products.


βš™οΈ How I work

I start with a working session, not a spec. By end of day there's something running. I work across product, engineering, and architecture simultaneously because with agentic tools the boundaries between them don't matter anymore. I use multiple AI agents in parallel, ship throughout the day, and compound learnings across every project. The problems I'm tackling right now challenge every assumption from the last two decades of software. That's what makes this the best time to be building.


aisoft.us Β· LinkedIn Β· Email Β· Resume

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  1. nebiusbuildsf/sideline nebiusbuildsf/sideline Public

    nebius build sf hackathon repo

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  2. urbangrowthdgxatx/undervolt-nvidia-dgx-aitx-hackathon urbangrowthdgxatx/undervolt-nvidia-dgx-aitx-hackathon Public

    1st Place - NVIDIA DGX AITX Hackathon, Austin Dec 2025. GPU-accelerated urban infrastructure intelligence.

    Jupyter Notebook

  3. biotech-research-hub biotech-research-hub Public

    Open-source AI research platform template for any disease. Fork, configure, deploy.

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  4. sideline sideline Public

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