Hi, I'm Giorgi
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Passionate about building scalable, beautiful web experiences and researching NLP & reinforcement learning. Full-stack with React, Go, Node.js, Python. Always open to new opportunities and collaborations!
Skills & Tools
JavaScript
TypeScript
React
Node.js
Go
Python
MongoDB
PostgreSQL
Docker
Git
Projects
Click to expandSnippedia
Solo Dev2024 – Present
Discover, bookmark, and react to code snippets with secure GitHub OAuth.
ReactTwTailwindCSSGoMongoDB AtlasGGitHub OAuthJWTJWTVercelRender
- GitHub OAuth authentication and JWT-secured sessions
- Bookmark and react to code snippets
- Mobile-first, responsive UI
- Deployed on MongoDB Atlas, Render, and Vercel
- Personalized dashboard and search
Click to expandCodeBoard
Team Lead2025 – Present
Live code editing and collaboration for instructors and students.
ReactMUIMaterial-UIMonacoMonaco EditorCMCodeMirrorTwTailwindCSSNode.jsExpress.jsWWebSocketCORSCORS
- Real-time collaborative code editing
- Instructor-led sessions and role-based access
- Syntax highlighting for 10+ languages
- WebSocket backend for <110ms latency
- Monaco/CodeMirror integration
Click to expandTaskFlow
Full Stack Dev2025 – Present
Real-time task management with drag-and-drop boards.
React 18+TwTailwindCSSDnDReact DnDSocket.io ClientRRReact RouterNode.jsExpressMongoDBSocket.ioJWTJWT
- Drag-and-drop task boards
- Real-time sync with Socket.io
- Secure JWT authentication
- Responsive design for all devices
- Modular Express backend
Research Experience
Machine Learning Research Assistant
The Cog AI Lab, Caldwell University03/23 – 05/25
Developed and visualized model performance, improved GPT-2 training speed by 20%, reduced response time by 23%, and increased lexical diversity through reinforcement learning integration.
PythonTensorFlowKerasReinforcement Learning
- Leveraged Python, TensorFlow, Keras, and Matplotlib for model transparency and interpretability.
- Published research: Using a GPT with Reinforcement Learning for More Personalized or Targeted Text Generation.