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Abner-source/README.md

Hi, I'm Abner Abdu Rahim 👋

🎓 Final-year B.Tech student in Artificial Intelligence & Data Science @ MES College of Engineering, Kerala (Graduating May 2026)

🤖 I build end-to-end AI systems — from RAG pipelines and LLM integrations to computer vision models deployed with real APIs.


🚀 Featured Projects

🧠 MesBot — AI College Assistant

RAG-based AI assistant built for MES College of Engineering, serving 2000+ students, faculty & staff

  • Built with LangChain + ChromaDB + Groq + FastAPI
  • Features: semantic document retrieval, deadline tracking, assignment planning, circular updates, lost & found
  • Multi-role system supporting students, faculty, and administrators
  • View Repository →

🍽️ FoodSnap AI — Food Recognition Tool

Detects 100+ food items from images and returns caloric info instantly

  • Custom-trained YOLOv8 model on Google Colab
  • Backend-ready with SQLAlchemy for calorie database integration
  • Built end-to-end during a hackathon
  • View Repository →

🔍 Fake Logo Detector

Classifies brand logos as genuine or counterfeit using object detection

  • Custom YOLOv8 pipeline trained via Roboflow
  • Flask API backend + OpenCV bounding box rendering
  • 70% detection accuracy on real-world logo samples
  • View Repository →

🛠️ Tech Stack

Languages: Python · SQL · HTML · CSS
AI/ML: YOLOv8 · LangChain · TensorFlow · PyTorch · Scikit-learn · OpenCV
Frameworks: FastAPI · Flask
Databases: PostgreSQL · SQLite · ChromaDB
Tools: Git · Docker · Google Colab · Roboflow · Groq · Ollama


📫 Let's connect

Pinned Loading

  1. Fake-Logo-Detector-using-YOLOv8- Fake-Logo-Detector-using-YOLOv8- Public

    This is a fake logo detector that scans a logo and checks whether the logo is fake or original. It uses YOLOv8 to check whether the logo is fake or original.

    Python

  2. foodsnap-ai foodsnap-ai Public

    Forked from WeCode-Community-Dev/foodsnap-ai

    Find your calories just from a snap