My Projects
A collection of my work showcasing full-stack development, AI/ML applications, and innovative solutions. Each project represents a unique challenge and learning opportunity.
CineRec
Movie & Series Rating Website
2025 – 2026
A full-stack movie and TV series rating and recommendation app built with Next.js, Express, MongoDB, and TypeScript. Features real movie data from TMDB API, user authentication, watchlists, and YouTube trailer embeds.
Key Features
- •Real movie data from TMDB API with in-memory caching for fast performance
- •Multi-search across movies, TV shows, and people
- •Rating system (1–10) plus Watchlist, Liked, Rated, and custom lists
Technologies
Chat with Video
YouTube Video Script Extractor & Chat System
2025 – 2026
A Python application that extracts the complete script (transcript), title, and description from YouTube videos, and provides an AI-powered chatbot to ask questions about video content using local LLM (Ollama). Uses semantic search for intelligent chunk retrieval and supports multiple transcription methods with automatic fallback.
Key Features
- •Extract video metadata (title, author, length, views) and complete transcripts
- •Two transcription methods: YouTube API (fast) or OpenAI Whisper (works for all videos)
- •AI chatbot with question classification, general (overview) vs specific (semantic search)
Technologies
MC Buddy
Minecraft Java Bot: Commands and Actions
2025
A Minecraft Java bot built with Mineflayer and plugins (pathfinder, pvp, collectblock). Works on singleplayer LAN or Aternos servers. Features modular command structure, self-defense system, and 50+ commands for movement, combat, gathering, crafting, and more.
Key Features
- •Modular command structure: follow, roam, combat, gather, waypoints, survival, crafting
- •Self-defense system: automatically fights back when attacked by players or mobs
- •Waypoints and patrol: set home, mark waypoints, loop through patrol routes
Technologies
SketchSense
AI-Powered Drawing Recognition Game
2025
An AI-powered drawing recognition game where players draw a secret word on a canvas and the AI attempts to guess what they're drawing. Score points based on speed, accuracy, and how well the AI understands your sketch. Built with React and FastAPI.
Key Features
- •Interactive drawing canvas with mouse and touch support
- •Real-time AI predictions while you draw (debounced)
- •CNN model trained on QuickDraw dataset for sketch recognition
Technologies
YouTube Downloader
Video Downloader & Trimmer
2025
A YouTube video downloader and trimmer built with Python, Streamlit, yt-dlp, and FFmpeg. Download videos in highest quality (MP4), extract MP3 audio at 320 kbps, or trim specific segments with a clean web interface.
Key Features
- •Video download (MP4) and audio extraction (MP3 at 320 kbps)
- •Video trimming: cut specific segments with precise time control
- •Smart file management: saves to Downloads folder automatically