SupplierVerse.ai
Production · employer-ownedAI procurement intelligence for suppliers and public buyers.
Full-stack AI engineer. I build AI products end to end: Next.js interfaces, FastAPI AI services, LangGraph workflows, retrieval and matching, browser extensions, real-time collaboration, and the security, testing and delivery around them.
01Professional work
ExperienceEmployer-owned AI products for public procurement and supplier diversity. I describe what I built and the techniques I used; the business internals stay private.
AI procurement intelligence for suppliers and public buyers.
A supplier-diversity marketplace for buyers, suppliers and verifiers.
02Independent products
All projectsProducts I designed, built and run myself. Every one of them opens as an app on this desktop: live when the site allows it, as a snapshot when it does not, and as an interactive demo for local tools.

A job-application copilot that fills forms, and never submits without you.


A self-learning platform for AI engineering, and anything else you want to learn.


Bilingual current affairs for UPSC and government-exam aspirants.

An open developer platform to practise, plan, build and show your work.
A research-to-post pipeline that writes in my voice and never posts without me.


Quiet by design. Premium wallpapers and a wallpaper maker in the browser.


Twelve VS Code themes, benchmarked instead of just described.
The browser half of UplyFox: inspect, fill, verify, then ask.
03Engineering range
I own the path from product interaction and API design through AI orchestration, evaluation, secure data boundaries, testing and deployment. That range lets me connect model behaviour to evidence, automation to human approval, and ambitious interfaces to infrastructure that fails honestly.
LangGraph workflows, tool calling, structured outputs, RAG and embeddings, provider fallbacks
02Deterministic audits, refinement loops, evidence allow-lists, hard gates and human approval
03Next.js, React, FastAPI, browser and editor extensions, rich editors, real-time and mobile
04OAuth and OTP auth, JWT claims, RLS, SSRF guards, CI, Docker, Azure, AWS and Vercel
04This portfolio is a computer
Double-click any project on the desktop, open the Browser, or type run affairsai in the Terminal. Windows snap, tabs persist, and six themes re-skin everything.
05Field notes
All writingDesigning AI writing workflows that cannot quietly turn model confidence into unsupported claims.
02Why a click on “approve” should authorise one exact form, not a future page that merely looks similar.
03A custom Yjs transport and a native WebRTC room are useful engineering, not permission to claim infinite scale.
04What a daily news product taught me about partial success, labelled fallbacks and feeds that break at 6 a.m.