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theishanpathak/README.md

Hi there, I'm Ishan Pathak 👋

Full-Stack Software Engineer | National Django Champion | HackHarvard Winner

I'm a Computer Science graduate (Magna Cum Laude, University of Mississippi, Class of 2026) specializing in building high-performance, AI-native systems that bridge the gap between low-latency backend architecture and sleek, accessible interfaces.

🚀 About Me

  • 🔭 I'm currently working on: Earvane, an autonomous LangGraph agent that scouts emerging music trends from public API signals and publishes grounded, cited trend briefs.
  • 🌱 I'm currently learning: multi-agent orchestration, RAG evaluation (RAGAS-style faithfulness scoring), and LLM observability with Langfuse.
  • 👯 I'm looking to collaborate on: Open-source AI tooling, performance-critical backend systems, or anything that solves a real-world problem with clean code.
  • 💬 Ask me about: LangGraph agent design, Spring WebFlux for reactive streaming, National-Award winning Django development, or shipping a CLI tool to PyPI.
  • 📫 How to reach me: pathakishan333@gmail.com
  • 🌐 My portfolio / website: theishanpathak.com
  • ⚡ Fun fact: I train my brain with code and my body on the soccer field and at the gym 🏋️‍♂️⚽

🚀 Featured Projects

  • Earvane – Autonomous Music Trend Scouting Agent.
    • Tech: Python, LangGraph, Postgres + pgvector, OpenAI embeddings, Langfuse, Next.js. Multi-node agent pipeline (signal collection, relevance scoring, RAG retrieval, synthesis) that ingests real-time signals from Spotify, YouTube, Deezer, and Genius, then publishes cited trend briefs on a 6-hour cron.
  • Sift – AI-Powered Startup Due Diligence Tool.
    • Tech: FastAPI, GPT-4o mini, Tavily, React. Live deal room that helps founders and investors cut through diligence noise with grounded, AI-synthesized research.
  • FinAssist AI – Reactive AI Financial Tutor.
    • Tech: Spring WebFlux, SSE, OpenAI API, Docker. Achieved asynchronous, non-blocking delivery of real-time AI responses using Server-Sent Events.
  • CommitMate – AI Commit Message Generator, published on PyPI.
    • Tech: Python, Ollama, GitHub Actions. Generates Conventional Commits messages from staged diffs using a local LLM, no API keys or cloud calls required.
  • VotoSecure – Secure Voting Platform.
    • Tech: Django, PostgreSQL, JWT, WCAG 2.1 AA. Supports 100+ concurrent elections with stateless session management and full accessibility.

🛠️ Tech Stack

Backend & Frameworks
Java Spring Boot Python Django FastAPI Node.js

Frontend
JavaScript React Next.js HTML5 CSS3 HTMX Tailwind CSS

Mobile Development
Flutter Dart

AI / ML
OpenAI LangChain Ollama

DevOps & Cloud
Docker AWS GitHub Actions

Databases
PostgreSQL MySQL MongoDB SQLite

Tools & Others
Git JWT JUnit

🌐 Connect With Me

Website
LinkedIn
Instagram
Email

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  1. commitmate commitmate Public

    CLI tool that generates Conventional Commits messages from staged git diffs using a local Ollama model — no cloud API, no API keys.

    Python

  2. sift sift Public

    AI-powered startup due diligence tool — sourced, structured investment snapshots from a company name or URL

    Python

  3. ai-finance-assistant ai-finance-assistant Public

    High-performance financial tutor built with Spring WebFlux and React, featuring a reactive SSE streaming architecture with sub-60ms middleware overhead for real-time AI responses.

    Java

  4. portfolio-website portfolio-website Public

    Modern portfolio built with React, TailwindCSS, and GSAP. Featuring fluid, reactive animations and a premium feel—with a technical blog currently in the works.

    JavaScript

  5. prompt-tester prompt-tester Public

    Precision API analytics engine developed in Java 17 to track LLM usage metrics and costs down to micro-cent precision ($0.000001) across system prompt variations.

    Java