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📦 Varity v0.1 Open-source PyPI library for production-grade LLM self-checking. Novel Verdict Stability Score (VSS) metric. Statistically validated in R across 100K+ documents.
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🤖 MCP Governance Server Model Context Protocol server operationalising the 5P Fairness Framework (Performance, Parity, Proxies, Process, Participation). ~60% reduction in manual fairness-audit time.
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📚 BookWise AI Full-stack LLM SaaS on Next.js + Supabase + Anthropic API. End-to-end RAG pipeline: PDF ingestion → structured curriculum → AI tutor chatbot.
|
charchit = {
"role" : "AI Product Manager + Builder + Product Research and Architect",
"shipped" : ["Varity v0.1 (PyPI)", "MCP Fairness Server", "BookWise AI"],
"research" : ["IEEE VTC 2020 · 35+ citations", "5P Monitoring Framework", "LLM Evaluation"],
"stack" : ["Claude Code", "Anthropic API", "RAG Pipelines", "MCP Servers", "Next.js"],
"data" : ["Python", "R", "SQL", "Power BI", "Statistical Modelling"],
"education" : ["MSc Business Analytics · Aston University 🇬🇧",
"B.Tech CSE · IIIT"],
"open_to" : ["PhD / Research Positions", "Applied ML / NLP Roles", "AI PM Roles"],
"coffee" : True # ☕ non-negotiable
}AI / LLM Builder
Languages & Data
Product & Engineering
| 🏆 | Achievement |
|---|---|
| 📄 | IEEE VTC 2020 — ML for vehicular network state prediction · 35+ citations |
| 🎓 | MSc Distinction Thesis — LLM-based semi-supervised text classification (BLAIR + Neural Networks) |
| 💰 | Xartup Startup Fellowship — $200K credit funding for DailyDumbbell product strategy |
| 🥇 | Ranked 7th / 54 — PMSchool × Paytm Insider Monetization Challenge |
| 🤖 | Team Lead, ML/AI Winter Workshop 2018 — 1st place, 11-person team |
| 🌏 | Research stints — SUTD Singapore · IISc Bangalore · Lancaster University · University of Malaya |
Collaborating on: Applied ML · GenAI · NLP · LLM Evaluation · Agentic AI
"Hiring me means hiring someone who has gone deep on three things: Interdisciplinary Researcher and Product Architect loaded with Tech and Business acumen"
☕ Coffee-powered · 📬 charchitdhawan@gmail.com