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richiectr360/README.md

๐Ÿ‘‹ Hey, I'm Richie Singh

AI Engineer โ€ข AI Researcher โ€ข Open-Source Contributor โ€ข Systems Hacker โ€ข Startup-Minded Builder


I'm an AI software engineer focused on shipping real-world systems that blend high performance with rapid iteration. Iโ€™ve worked on LLM-integrated backends, prompt orchestration protocols, memory management systems, and AI-powered internal toolsโ€”plus contributed to open-source projects at GitLab.

๐Ÿ’ผ I currently lead AI infra + backend engineering at Moonnox, a VC-backed startup building enterprise LLM agents.

At Moonnox, I:

  • ๐Ÿง  Designed and deployed stateless LLM APIs on AWS Lambda & FastAPI
  • ๐Ÿงฎ Built a Supabase-backed multi-turn memory engine to improve agent context retention
  • ๐Ÿ”— Created a Model Context Protocol (MCP) to sync prompt memory across tools like Salesforce, Notion, Jira, and SharePoint
  • ๐Ÿ“‰ Implemented latency monitoring + error tracing with Datadog + PostHog
  • ๐Ÿš€ Overhauled CI/CD pipelines across GCP to reduce deploy time from 30m โ†’ <5m
  • ๐Ÿ“Š Built internal scoring tools to track agent hallucination, drift, and task completion

I work closely with our CTO and frontend team to ship fast, debug hard problems, and iterate directly with real users.

On the side, I contribute to StreamGale, a Rust-based AI infra project for:

  • โš™๏ธ Low-latency inference at the edge
  • ๐Ÿ›ฐ๏ธ MQTT-based real-time streaming pipelines
  • ๐Ÿง  Lightweight federated learning across devices

In 2024, I also won a national AI + data science hackathon โ€” featured in Times Square and 1871 for competitive programming and LLM work.


๐Ÿ› ๏ธ Tech Stack

๐Ÿง  Languages

Rust Python TypeScript JavaScript Go Ruby

๐Ÿ—๏ธ Frameworks & Libraries

FastAPI Next.js React LangChain

โ˜๏ธ Cloud & Deployment

GCP AWS Azure Firebase

๐Ÿณ DevOps & Tools

Docker Kubernetes GitHub Actions Redis Terraform MQTT

๐Ÿงช Testing & Linting

Pytest Cargo Test RuboCop Prettier ESLint


๐Ÿ“ˆ Recent Highlights

  • ๐Ÿฅ‡ Winner, AI & Data Science Hackathon and National Competitive Programming Competition (featured in Times Square + 1871)
  • ๐Ÿง  Moonnox: Built AI orchestration layer, context memory system, and prompt integration pipelines used in live enterprise workflows
  • ๐Ÿ”ง StreamGale (side project): Rust-based low-latency edge inference infra
  • ๐Ÿ“ฆ Marvel Platform: Maintained open-source tools for collaborative research workflows
  • ๐ŸŒ GitLab Contributor: Contributed to GraphQL testing and RuboCop pipelines

๐Ÿ“ฌ Letโ€™s Connect


Thanks for visiting ๐Ÿ™Œ

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