trace armed · backend & applied-AI engineer
I build reliable systems
and open tools.
Chirag Singhal. Software engineer at TCS on SAP's CPQ / Lead-to-Cash platform, and an open-source builder — MCP servers, browser extensions, and the oriz.in family of free tools. This site is the readout: work, open source, and the feeds of a day.
Backend engineering
Python, FastAPI, Node.js. Pricing/config validation, event pipelines on Kafka, Razorpay webhooks.
Applied AI
MCP servers, hybrid-RAG KT search, multi-provider LLM integration — Gemini, Groq, Mistral, NVIDIA NIM.
Open source
MCP servers, browser extensions, and the oriz.in family of free tools. Small, free, measured in public.
Oriz
Free-forever family of small tools, apps, and content sites. Static + edge compute.
oriz.in ↗Clear-Thought-MCP-Server
16 structured-thinking tools as a Model Context Protocol server. Clean TypeScript SDK surface.
github ↗bookmark-mind
Chrome extension auto-categorising bookmarks with a local LLM call — zero cloud round-trip.
bookmark-mind.oriz.in ↗Query this portfolio. An on-device AI probe answers from the readout above — stack, work, availability. No login, no key.
Everything above is public. Sign in with your oriz.in account to pin pages — they sync across every *.oriz.in site. Nothing here is gated.