Principal engineer who still loves shipping — Rails, React, and AI that actually ships.
I work on hard problems in mature systems: Rails monoliths that need modernizing, AWS bills that need trimming, and the occasional RAG pipeline bolted onto a 10-year-old codebase because it solves a real problem, not because it's trendy. Augment, don't rip out. If you want someone who reads diffs and docs with equal enthusiasm, we'll get along.
- 🔭 Principal Engineer at Bold Technologies / FlexJobs — Rails 7 modernization, 35% AWS cost reduction, RAG in production
- 💸 Built fintech platforms processing $500M+ (SpacedVentures) and $100M+ (Crowdmatrix/Kognitive) with zero-incident track records
- 🧪 Believer in boring reliability: tests, clear code ownership, and actually reading release notes
- 🌱 Based in Noida, India
- 🌐 dexterbed.org · LinkedIn
- Languages Ruby · JavaScript/TypeScript · Python · Go · Java
- Frameworks Rails · Next.js · NestJS · Express · React · Vue.js
- Data PostgreSQL · MySQL · MongoDB · Redis · Elasticsearch · Chroma
- Infra Docker · AWS (EC2/ECS/S3) · GitHub Actions · CI/CD · Nginx
- Queues Sidekiq · Resque · BullMQ · RabbitMQ
- AI RAG · LangChain · Chroma · OpenRouter · embeddings · Hugging Face
- 🖥️ Luma Chat — local-first desktop research tool (Tauri, React, Rust, Ollama)
- 🔍 InsureLLM RAG Assistant — semantic document Q&A (LangChain, Chroma, Python)
- 🧾 Receipt Extractor — vision-based receipt parsing API (NestJS, React, BullMQ, OpenRouter)
- 🤖 Grok Everywhere — browser extension bringing Grok API access into everyday workflows
- 👀 Bitbucket PR Review Extension — GPT-powered code review for PR workflows
- 🚀 Launchpad — VS Code/Cursor extension that starts every service in a project from one button
More notes on AI/infra, fintech, and opinions at dexterbed.org.




