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devgunnu/README.md

Hey there, I'm Gunbir! ๐Ÿ‘‹

Typing SVG

๐Ÿš€ About Me

CS student at Arizona State University building AI/ML tools that make complex technology accessible. I thrive in fast-paced environmentsโ€”hackathons are where I do my best workโ€”and I'm passionate about creating solutions that enhance the human experience.

  • ๐Ÿ”ญ Currently working on:
    • CloudForge - Knowledge-graph-driven AWS infrastructure builder with multi-agent LangGraph pipeline
    • VisionForge - Visual neural network builder with drag-and-drop interface and code export
    • LearnLens - Educational webcam filter app teaching JavaScript through 8 progressive levels
    • CodeStream - JupyterLab extension for real-time teacher-student code collaboration
  • ๐ŸŒฑ Learning more about distributed systems, multi-agent AI, cloud infrastructure, and computer vision
  • ๐Ÿ† 1st Place Winner at HackASU (Claude Builder Club) for VisionForge - Developer Tools track
  • ๐Ÿ† 2nd Place Winner at DevHacks for Decoy - AI-powered scam call detection system
  • ๐Ÿ’ก I love discovering new tools and building things that solve real problems
  • ๐ŸŽฏ Looking for SWE/AI-ML internships where I can build impactful products

๐Ÿ› ๏ธ Tech Stack

Languages

Python JavaScript TypeScript Java Swift Kotlin Flutter

Frontend Development

React Next.js HTML5 CSS3 TailwindCSS

Backend Development

Node.js Flask FastAPI Redis MongoDB Firebase

Cloud & DevOps

AWS Terraform Git Docker

AI/ML & Data Science

TensorFlow PyTorch scikit-learn Hugging Face LangGraph

Tools & Technologies

Jupyter Playwright Twilio Vapi

๐ŸŽฏ Featured Projects

โ˜๏ธ CloudForge

Knowledge-Graph-Driven AWS Infrastructure Builder

  • Designed a 5-agent LangGraph pipeline: PRD refinement โ†’ architecture planning โ†’ Terraform generation โ†’ validation โ†’ deployment
  • Architecture decisions are derived from a knowledge graph of validated cloud patterns via RAGโ€”never free-form LLM output
  • Generates production-grade Terraform HCL (main.tf, variables.tf, outputs.tf) with a deterministic validation loop: terraform fmt โ†’ validate โ†’ TFLint โ†’ Checkov
  • Zero persistent cloud credentials: uses IAM role assumption (AWS STS AssumeRole) and Fernet symmetric encryption at rest
  • Streams every agent stage live via Server-Sent Events (PRD refinement, architecture reasoning, file-by-file generation, deploy logs)
  • Commits generated scaffolds directly to the user's GitHub repo via GitHub App OAuth
  • Human-in-the-loop interrupts at architecture approval and PRD acceptance stages using LangGraph interrupt() API
  • Contributions: Full-stack development, multi-agent architecture, knowledge graph design, security model

Tech: Next.js 15 TypeScript FastAPI Python LangGraph MongoDB AWS Terraform Claude Sonnet Ollama Zustand Tailwind CSS


๐ŸŒฑ AgriMind

AI-Powered Precision Farming Platform โ€” Intelligent Planet Hackathon 2025

  • Built real-time sensor monitoring dashboard for soil, temperature, humidity, pH, NPK, light, and rainfall data
  • Integrated Google Gemini AI for on-demand agricultural advice and field-specific insights
  • Implemented interactive field mapping with Google Maps JavaScript API
  • Added bilingual (English + Arabic RTL) support and full dark mode with system preference detection
  • Designed analytics dashboard with ROI tracking, water usage comparison, and yield progression charts
  • Contributions: Full-stack development, AI integration, and UI/UX design

Tech: Next.js 15 TypeScript Tailwind CSS Google Gemini API Firebase Auth Google Maps API Zustand Kendo UI Framer Motion


๐ŸŽฏ Link Sniper

Chrome Extension + AI Backend to Fight LinkedIn Engagement Farming

  • Built a Chrome Extension (Manifest V3) that detects "comment for link" engagement-bait posts on LinkedIn
  • Engineered multi-source search pipeline: scrapes author comments, checks profile featured links, falls back to web search
  • Used Google Gemini to understand post context and rank link relevance by semantic similarity
  • Built caching layer with Redis to avoid redundant searches and enforce rate limits
  • Containerized FastAPI backend deployed via Docker; extension is Chrome/Firefox compatible
  • Contributions: Solo projectโ€”extension UI, backend API, AI pipeline, and scraping logic

Tech: Python FastAPI Google Gemini API Playwright Redis PostgreSQL Chrome Extension (MV3) Docker


๐ŸŽจ VisionForge - ๐Ÿ† 1st Place @ HackASU (Developer Tools Track)

Visual Neural Network Builder with Code Export

  • Built drag-and-drop interface for designing deep learning architectures without writing code
  • Implemented automatic shape inference eliminating manual tensor dimension tracking
  • Developed multi-framework export system generating clean PyTorch and TensorFlow code
  • Integrated Google Gemini AI assistant for natural language model modifications
  • Created real-time validation system catching architecture errors before export
  • Supports 20+ layer types including CNNs, LSTMs, ResNets, and custom operations
  • Won 1st place in Developer Tools track at HackASU hosted by Claude Builder Club
  • Contributions:Full-stack development, AI integration, and UI/UX design

Tech: React TypeScript Django Python Gemini AI Tailwind CSS ReactFlow Vite


๐Ÿ›ก๏ธ Decoy - ๐Ÿ† 2nd Place @ DevHacks

AI-Powered Scam Call Detection & Routing System

  • Built complete call routing infrastructure in 24-hour hackathon with 4-person team
  • Engineered Twilio & Vapi integration that automatically routes suspected scam calls to AI personas
  • Developed 4 distinct AI personalities that keep scammers engaged while protecting users
  • Created analytics dashboard tracking call duration, persona effectiveness, and system health
  • Integrated trained ML models with call routing logic for real-time risk profiling

Tech: Python FastAPI Twilio Vapi SQLite 11labs Machine Learning


๐ŸŽ“ LearnLens

Educational Webcam Filter App - Learn JavaScript Through Building

  • Created comprehensive JavaScript learning platform with 8 progressive levels
  • Designed educational pathway covering React, Canvas API, WebRTC, and Machine Learning
  • Built 20+ CSS filters with real-time webcam processing and intensity controls
  • Integrated TensorFlow.js for face detection with 68-point facial landmarks
  • Implemented Google Gemini Vision API for AI-powered skin analysis and recommendations
  • Developed draggable sticker system with coordinate transformations
  • Structured project with git branches for each learning level and solution references
  • Contributions: Solo project - curriculum design, full implementation, and documentation

Tech: React JavaScript WebRTC Canvas API TensorFlow.js Gemini Vision API Face-API.js


๐Ÿ”Š CodeStream

JupyterLab Extension for Real-Time Collaborative Learning

  • Built complete Redis-powered backend infrastructure for selective cell synchronization
  • Developed responsive frontend interface with cell-level sync controls and preview overlays
  • Enables teachers to push code updates while maintaining student autonomy over when to sync
  • Solving real classroom pain points I've experienced as both student and workshop mentor
  • Contributions: Frontend development, landing page design, and WebSocket integration

Tech: Python JavaScript Redis WebSockets JupyterLab Docker Tornado


๐Ÿค– ModelForge

No-Code LLM Fine-Tuning Platform

  • Developed GPU-optimized platform enabling non-technical users to fine-tune LLMs locally
  • Implemented hardware-aware algorithms auto-configuring training parameters based on GPU/VRAM
  • Built responsive React frontend simplifying complex ML concepts (PEFT, LoRA) for accessibility
  • Supports text generation, summarization, and extractive Q&A tasks
  • Delivered complete prototype in 48 hours at DevHacksXStrategy hackathon
  • Contributions: Complete frontend UI/UX design and implementation

Tech: Python React FastAPI PyTorch Transformers LoRA bitsandbytes


๐Ÿ” SniffHound

Network Security Monitor with ML Anomaly Detection

  • Designed and developed frontend interface for real-time network packet capture and analysis
  • Created intuitive visualizations for TCP, UDP, ICMP traffic and protocol-specific anomaly metrics
  • Led frontend development in 12-hour hackathon with seamless backend integration
  • Contributions: Frontend development and real-time data visualization

Tech: Python React TensorFlow Scapy Network Security

๐Ÿข Collaborations

Contributing to multiple open-source projects focused on education technology and AI tools:

  • CodeStream - JupyterLab notebook synchronization extension
  • ModelForge - No-code LLM fine-tuning platform
  • NetworkAnalyser - ML-powered network security monitoring

Participated in hackathon building solutions for non-profits and community organizations:

  • NMTSA Education Platform - Contributing to educational technology solutions

๐Ÿ“Š GitHub Stats

Gunbir's GitHub stats Top Languages

GitHub Streak

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๐Ÿ“ˆ Activity & Contributions

Activity Graph

Profile Summary

๐Ÿƒโ€โ™‚๏ธ Current Focus

  • โ˜๏ธ Building CloudForge - knowledge-graph-driven AWS infrastructure builder with a 5-agent LangGraph pipeline
  • ๐ŸŽจ Improving VisionForge - visual neural network builder revolutionizing deep learning prototyping
  • ๐Ÿ”จ Enhancing CodeStream to revolutionize classroom coding workshops
  • ๐Ÿค– Exploring multi-agent AI architectures, RAG pipelines, and distributed systems
  • ๐Ÿ“š Contributing to open-source projects in AI/ML and education technology
  • ๐ŸŽฏ Participating in hackathons and building innovative solutions
  • ๐Ÿ’ก Always on the lookout for the next cool tool or framework to experiment with!

๐ŸŽจ When I'm Not Coding

  • โ™Ÿ๏ธ Playing chess (formerly Tech Manager at PeelChess nonprofit)
  • ๐ŸŽฎ Gaming and exploring new indie titles
  • ๐Ÿ“š Reading sci-fi and tech philosophy
  • ๐Ÿšดโ€โ™‚๏ธ Cycling around campus
  • โšฝ Playing football, basketball, and hockey
  • ๐ŸŽต Discovering new music

๐Ÿค Let's Connect!

I'm always excited to collaborate on projects that make technology more accessible and solve real-world problems. Whether it's AI/ML, full-stack development, or just a cool idea you want to buildโ€”let's chat!

LinkedIn GitHub Email


๐Ÿ’ฌ "Building things that matter, one commit at a time"

Profile Views

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  1. ForgeOpus/ModelForge ForgeOpus/ModelForge Public

    A no-code toolkit to finetune LLMs on your local GPUโ€”just upload data, pick a task, and deploy later. Perfect for hackathons or prototyping, with automatic hardware detection and a guided React intโ€ฆ

    Python 15 3

  2. RETR0-OS/NetworkAnalyser RETR0-OS/NetworkAnalyser Public

    SniffHound is a network analysis tool designed to capture network packets, analyze them for anomalies, and log the results. It uses machine learning models to detect various types of network attackโ€ฆ

    JavaScript 1

  3. LearnLens LearnLens Public

    ๐ŸŽ“ Learn JavaScript by building a webcam filter app! 8 progressive levels covering React, Canvas, AI, and Machine Learning. Perfect for bootcamps, classrooms, and self-study.

    JavaScript 2