Skip to content
View devgunnu's full-sized avatar

Highlights

  • Pro

Organizations

@ForgeOpus

Block or report devgunnu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
devgunnu/README.md

Hey there, I'm Gunbir! 👋

Typing SVG

🚀 About Me

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

  • 🔭 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
  • 🌱 Learning more about distributed systems, multi-agent AI, cloud infrastructure, and computer vision
  • 🏆 1st Place Winner at HackASU (Claude Builder Club) for VisionForge - Developer Tools track
  • 🏆 2nd Place Winner at DevHacks for Decoy - AI-powered scam call detection system
  • 💡 I love discovering new tools and building things that solve real problems
  • 🎯 Looking for SWE/AI-ML internships where I can build impactful products

🛠️ 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

🎯 Featured Projects

☁️ CloudForge

Knowledge-Graph-Driven AWS Infrastructure Builder

  • Designed a 5-agent LangGraph pipeline: PRD refinement → architecture planning → Terraform generation → validation → deployment
  • Architecture decisions are derived from a knowledge graph of validated cloud patterns via RAG—never free-form LLM output
  • Generates production-grade Terraform HCL (main.tf, variables.tf, outputs.tf) with a deterministic validation loop: terraform fmt → validate → TFLint → 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


AI-Powered Precision Farming Platform — 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


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 project—extension UI, backend API, AI pipeline, and scraping logic

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


🎨 VisionForge - 🏆 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


🛡️ Decoy - 🏆 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


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


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


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


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

🏢 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

📊 GitHub Stats

Gunbir's GitHub stats Top Languages

GitHub Streak

Trophy

📈 Activity & Contributions

Activity Graph

Profile Summary

🏃‍♂️ Current Focus

  • ☁️ Building CloudForge - knowledge-graph-driven AWS infrastructure builder with a 5-agent LangGraph pipeline
  • 🎨 Improving VisionForge - visual neural network builder revolutionizing deep learning prototyping
  • 🔨 Enhancing CodeStream to revolutionize classroom coding workshops
  • 🤖 Exploring multi-agent AI architectures, RAG pipelines, and distributed systems
  • 📚 Contributing to open-source projects in AI/ML and education technology
  • 🎯 Participating in hackathons and building innovative solutions
  • 💡 Always on the lookout for the next cool tool or framework to experiment with!

🎨 When I'm Not Coding

  • ♟️ Playing chess (formerly Tech Manager at PeelChess nonprofit)
  • 🎮 Gaming and exploring new indie titles
  • 📚 Reading sci-fi and tech philosophy
  • 🚴‍♂️ Cycling around campus
  • ⚽ Playing football, basketball, and hockey
  • 🎵 Discovering new music

🤝 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 build—let's chat!

LinkedIn GitHub Email


💬 "Building things that matter, one commit at a time"

Profile Views

Pinned Loading

  1. ForgeOpus/ModelForge ForgeOpus/ModelForge Public

    A no-code toolkit to finetune LLMs on your local GPU—just upload data, pick a task, and deploy later. Perfect for hackathons or prototyping, with automatic hardware detection and a guided React int…

    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 attack…

    JavaScript 1

  3. LearnLens LearnLens Public

    🎓 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