# Jaya Sabarish Reddy Remala

> Software Engineer · Qualcomm Edge AI Hackathon Winner · Agentic AI & Distributed Infra at Scale

I build AI systems that work under real production pressure. At NYU, I cut RAG query latency by 78% on a Multi-Agent research engine serving 3K+ RPS, and pushed LLM inference to 15ms on Snapdragon NPUs via QLoRA + AWQ quantization. Before that, I kept Shell's maritime telemetry alive 115GB/day, 200+ offshore stations, zero data loss. Based in United States.
Contact: jr6421@nyu.edu · GitHub: https://github.com/sabarishreddy99 · LinkedIn: https://linkedin.com/in/jayasabarishreddyr · Résumé: https://drive.google.com/drive/u/0/folders/1vm35z-6VQjtO9A8ZBgCvvSP_7_POPTrV

Interested in: Health Care, Finance, Consumer Space (Entertainment and Retail).

## Key pages

- [Portfolio](https://jayaremala.com/portfolio): hero, featured projects, skills, testimonials, contact
- [Experience](https://jayaremala.com/experience): work history timeline
- [Education](https://jayaremala.com/education): degrees and highlights
- [Projects](https://jayaremala.com/projects): production systems, hackathon winners, and side projects
- [Lab](https://jayaremala.com/lab): live designs and progress logs for in-flight projects
- [Apps](https://jayaremala.com/apps): live apps and products I build, host, and run under my domain
- [Now](https://jayaremala.com/now): what I'm focused on right now
- [Blog](https://jayaremala.com/blog): Notes on building
- [Quotes](https://jayaremala.com/quotes): words that shaped how I think and build
- [Gallery](https://jayaremala.com/gallery): visual log of achievements and milestones
- [MCP](https://jayaremala.com/mcp): connect your own LLM (Claude/Cursor) to read-only portfolio tools
- [System](https://jayaremala.com/system): live observability — latency percentiles, RAG pipeline timing, model fallback
- [Chat with Avocado](https://jayaremala.com/chat): RAG chatbot that answers recruiter questions about my work

## Blog

- [System Architecture of jayaremala.com](https://jayaremala.com/blog/sys-design-jayaremala): How the system you are currently experiencing was designed!
- [Thanks for stopping by!](https://jayaremala.com/blog/thanks-for-stopping-by): My heartfelt thanks to everyone landing here!
- [Are you the real one who you think you are..?](https://jayaremala.com/blog/welcome): A reflection on self-discovery, purpose, and the kind of person you're becoming through the choices you make every day.

## Lab notes

- [itsjaya — AI Portfolio](https://jayaremala.com/lab/itsjaya): AI-powered personal portfolio with a RAG chatbot (Avocado), an agentic tool-calling mode, a public MCP server, in-chat book-a-call, MDX blog, engagement analytics, and a fully automated deploy pipeline. Every layer is production-grade — not a toy.