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pranavpanchal1326/README.md
Aurora of light bending through deep space Pranav Panchal

ai/ml engineer  ·  i build production systems, not demos  ·  pune, in



✦   T H E  P E R S O N  ✦

 

Final-year computer-science student at DES Pune University who got tired of building things that only work in a demo.

I don't write code to pass a viva. I write it to ship systems that hold up under real users — fraud detection that catches mules before money moves, valuation models a bank can actually audit, an AI companion that runs with no cloud behind it.

My stack is whatever the problem needs. Lately that's Python · FastAPI · Neo4j · PyTorch, with a lot of ML glue holding it together.

I move slowly on the things that matter and fast on the things that don't — building toward a company of my own, in public, one shipped product at a time.

 

Armoured knight resting in the dark, cradling a cat

✦   T H E  M I S S I O N  ✦

The goal is a technology company — not a portfolio of demos.

Tools developers reach for. Products people pay for. Systems that keep standing once I step away from the keyboard.

Still a student. Still early. Shipping in public until the work speaks for itself.


✦   W H A T  I ' M  B U I L D I N G  ✦

 

🛡️  ARGUS-PRISM

The pre-crime alarm banks don't have.

Flags money-mule accounts ~72h before illicit funds move — fusing FlowGraph, behavioural WarmthScore signals and taint propagation across five engines.

Neo4j  FastAPI  XGBoost  SHAP

Repository   ·   iDEA 2.0 · National Finalist

 

 

🏦  PropertyIQ

Property valuation a bank can actually audit.

A B2B platform pairing ML valuations with SHAP explainability, drift detection and an interactive map — built for Indian lenders.

FastAPI  React  PostgreSQL  Leaflet

Repository

 

 

🤖  Orby

An AI companion that never phones home.

A fully offline Windows desktop companion — emotion detection, local speech, and an animated character. No cloud; nothing leaves your machine.

PyQt6  Vosk  Kokoro-TTS  OpenCV

Repository

 

 

🌒  The next one   coming soon

Something's brewing.

A project that isn't public yet — because it isn't ready to be. Built quietly now; it ships the day it's undeniable.

Stay tuned. Or don't. Either way it'll land.

 


✦   T H E  S T A C K  ✦

Lone blue figure seated on a red planet beneath a field of stars

 

Languages
Python TypeScript JavaScript SQL

ML / AI
PyTorch scikit-learn XGBoost SHAP OpenCV

LLM
Claude API RAG PaddleOCR Hugging Face

Backend
FastAPI Flask Node.js

Data
Neo4j PostgreSQL

Frontend
React Next.js Tailwind shadcn/ui

 


✦   L E T ' S  T A L K  ✦



I'm open to AI/ML internships, collaborations, and conversations with people building something genuinely hard.

If you're working on fraud & risk ML, applied AI, or developer tooling — I want to hear about it.

If you need someone who ships complete products and sweats the details — reach out.


LinkedIn   X   Portfolio   Gmail



Quote

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  1. ARGUS-PRISM ARGUS-PRISM Public

    Pre-crime intelligence system for mule account detection. Catches the warming phase 72 hours before illicit funds arrive.| iDEA 2.0 | PS3

    Python 10

  2. PropertyIQ PropertyIQ Public

    B2B SaaS Property Valuation & Drift Detection Platform for Indian Banks

    Python 7

  3. shadow-credit shadow-credit Public

    AI-powered credit assessment for Indian MSMEs using OCR, WhatsApp analysis, and 7 specialized agents. Processes informal documents into bank-grade credit reports in 90 seconds.

    Python 7

  4. orby orby Public

    The first software that notices you. Offline AI desktop companion for Windows that sees context, hears voice, remembers patterns, and starts conversations on its own.

    Python 7

  5. EPEP EPEP Public

    A free, AI-powered civic education platform built for India's 970 million voters. Interactive. Accurate. Beautiful. Unbreakable.

    JavaScript 5

  6. HireLens HireLens Public

    AI resume intelligence platform — scores resume-to-job fit with hybrid TF-IDF + embeddings + ML re-ranking, semantic skill matching (RAG/FAISS/ESCO), and a bias-aware blind mode. FastAPI + React.

    Python