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JAI0705/README.md

Jai Tiwari

AI/ML engineer building agentic systems, applied ML pipelines, and full-stack tools β€” from LangGraph-based agents and neuro-symbolic reasoning systems to native app development and CI/CD automation.

  • 🧠 Focused on: agentic systems (LangGraph), neuro-symbolic AI, applied ML
  • πŸ› οΈ Recently built: a self-healing CI/CD agent, a GNN-based safety-routing app, a macOS native app
  • 🌱 Currently building a reinforcement learning project
  • πŸ“« [email protected]

Projects

Combines an LLM parser with a symbolic CSP solver and a LangGraph retry loop, so scheduling is both language-fluent and logically guaranteed correct. Benchmarked against a pure-LLM baseline on ambiguous, adversarial cases.

Python LangGraph Groq

πŸ›£οΈ SafeRoute

Safety-aware navigation web app for Indian roads. A custom weighted routing algorithm blends travel time with crowdsourced, segment-level road safety ratings.

React Node.js Firebase

🌸 AniWall

Native macOS menu bar app that fetches 4K anime and aesthetic wallpapers via the Wallhaven and Unsplash APIs. Full code-signing and distribution built from scratch.

Swift SwiftUI macOS

LangGraph agent that detects, diagnoses, and fixes failed GitHub Actions pipelines, then opens a PR with the fix. Published as a GitHub Marketplace Action.

Python LangGraph Docker Tests

An MCP (Model Context Protocol) server for tracking personal expenses through natural language, backed by SQLite. Built for MCP-compatible clients like Cursor.

Python SQLite MCP


Tech Stack

Python TypeScript Swift PyTorch TensorFlow scikit-learn Keras NumPy Pandas Matplotlib React NodeJS Django Flask FastAPI SQLite Firebase Docker Git GitHub Vercel Netlify Notion


GitHub Stats Top Languages


Connect

LinkedIn Medium Instagram X Portfolio

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  1. Neuro-Symbolic Neuro-Symbolic Public

    Neuro-symbolic scheduling agent combining an LLM parser, a CSP solver, and a LangGraph retry loop β€” benchmarked against a pure-LLM baseline

    Python

  2. DevOps_Pipeline_healer_agent DevOps_Pipeline_healer_agent Public

    AI agent that detects, diagnoses, and fixes failed GitHub Actions pipelines, then opens a PR β€” published as a GitHub Marketplace Action

    Python 2

  3. AniWall AniWall Public

    Native macOS menu bar app for one-click 4K anime and aesthetic wallpapers, via the Wallhaven and Unsplash APIs

    Swift

  4. Money-Tracker-MCP Money-Tracker-MCP Public

    MCP server for tracking personal expenses through natural language, backed by SQLite β€” built for Cursor and other MCP clientsMCP server for Money Tracking

    Python

  5. SAFE_ROUTE SAFE_ROUTE Public

    Safety-aware route navigation for India β€” crowdsourced road safety ratings blended into a custom weighted routing algorithm

    JavaScript