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smitdighe/README.md

Smit Dighe — Full-Stack Dev, AI/ML Builder

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About

Engineering student who ships. I train the model, wrap it in an API, build the UI, and put it on the internet — the whole path, not just the notebook.

  • Working across full-stack + applied ML: scikit-learn models, FastAPI services, React frontends
  • Currently deep in LangChain, LangGraph and multi-agent systems
  • 6 projects live in production, not just in a repo
  • Judge's Special Award — n8n Community Hackathon @ CMPICA, CHARUSAT
  • Shipped Revvy, an AI code reviewer, in under 48 hours at a hackathon

Stack

Tech stack

interactive version on my portfolio →

Full breakdown
Layer Tools
Languages Python, TypeScript, JavaScript, C
Frontend React, Vite, Tailwind, Bootstrap
Backend FastAPI, Flask, Node.js, Express
AI / ML LangChain, LangGraph, scikit-learn, SHAP, Groq, NumPy, Pandas
Data PostgreSQL, Supabase, MySQL, SQLite
Real-time Server-Sent Events, Uvicorn, PyGitHub
Automation n8n
Tooling Git, Docker, Postman, VS Code, Vercel

Projects

Project Description Status
📄 FinDocAgent A multi-agent RAG system over SEC filings 🟢 LIVE
🔭 Fathom Autonomous research agent — searches, reflects, and writes fully cited reports 🟢 LIVE
🌊 Undertow AI-driven incident triage system — classify, deduplicate, resolve 🟢 LIVE
🛡️ Verity ML job posting fraud detector — LogisticRegression + SHAP explainability 🟢 LIVE
⚙️ Revvy AI pair reviewer — flags bugs, security holes, and performance traps with fixes 🟢 LIVE
🗑️ BinRoute Live waste-collection command center for fleet managers 🟢 LIVE

More in my repositories.

Award

Judge's Special Award — n8n Community Hackathon FCA, CMPICA, CHARUSAT

Built an AI-powered helpdesk automation system in n8n: it reads incoming tickets, classifies them with an LLM, routes them to the right department, tracks SLA breaches in real time, auto-escalates the urgent ones, and writes trend reports for admins.

Defended every design decision under judge cross-questioning — including flagging records instead of deleting them, and the guardrails against prompt injection in the LLM calls.

 Judge's Special Award certificate

Activity

Contribution activity


Pac-Man contribution graph

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  1. FinDocAgent FinDocAgent Public

    A multi-agent RAG system over SEC filings

    Python

  2. Fathom Fathom Public

    Autonomous research agent that iteratively searches, reflects, and synthesizes a cited report from a single topic.

    TypeScript

  3. Undertow Undertow Public

    Real-time AI incident triage — classify, dedupe, resolve

    TypeScript

  4. Verity Verity Public

    Verify before you apply.

    TypeScript

  5. Gritty Gritty Public

    Git, reimplemented from scratch

    TypeScript

  6. Revvy Revvy Public

    Your AI pair programmer for every PR.

    TypeScript 1 1