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  • Darshan University
  • Rajkot, Gujarat, India
  • 16:59 (UTC -12:00)

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andrapiyadisha/README.md

πŸ‘‹ Hi, I'm Disha Andrapiya

AI & Machine Learning Developer | Computer Engineering Student

Building intelligent applications using Python, RAG, LLMs, and Computer Vision while exploring scalable AI solutions.


πŸš€ About Me

πŸŽ“ Computer Engineering Student at Darshan University

πŸ’‘ I enjoy building AI-powered applications that solve practical problems using Machine Learning, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and Computer Vision.

🌱 Currently exploring:

  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • Deep Learning
  • MLOps
  • Computer Vision

🎯 Goal: Secure an AI/ML Internship and contribute to impactful real-world AI products.


πŸ’» Tech Stack

Programming Languages

AI & Machine Learning

Libraries & Frameworks

  • LangChain
  • ChromaDB
  • Sentence Transformers
  • OpenCV
  • YOLO
  • Groq API

Web Development

Database

Tools


⭐ Featured Projects

πŸ€– AI Placement Preparation Assistant

Tech: Python β€’ LangChain β€’ ChromaDB β€’ Streamlit β€’ Groq β€’ Sentence Transformers

An AI-powered chatbot that answers placement-related questions from uploaded PDFs using Retrieval-Augmented Generation.

Highlights

  • Semantic Search
  • Context-aware Responses
  • Vector Database
  • Interactive Chat Interface

πŸŽ₯ YouTube RAG Chatbot

Tech: Python β€’ LangChain β€’ ChromaDB β€’ Streamlit β€’ Groq

Chat with any YouTube video using transcript extraction, embeddings, semantic search, and LLM-powered responses.

Highlights

  • Automatic Transcript Extraction
  • Vector Search
  • RAG Pipeline
  • Fast AI Responses

πŸ‘₯ Crowd Anomaly Detection System

Tech: Python β€’ YOLO β€’ OpenCV β€’ Streamlit

Detects abnormal crowd activities in real time using computer vision and object detection.

Highlights

  • Real-Time Detection
  • Interactive Dashboard
  • AI-based Monitoring

🎬 Movie Booking System

Tech: MERN Stack

Movie booking platform with authentication, admin dashboard, and booking management.


πŸ‘¨β€πŸ’Ό Employee Management System

Tech: Spring Boot β€’ MySQL

REST-based employee management system with CRUD operations and database integration.


πŸ“ˆ GitHub Stats


🌱 Currently Learning

  • πŸ€– Large Language Models (LLMs)
  • πŸ“š Retrieval-Augmented Generation (RAG)
  • 🧠 Deep Learning
  • βš™οΈ MLOps
  • ☁️ Docker & Deployment

🎯 2026 Goals

  • Build production-ready AI applications
  • Contribute to Open Source
  • Learn advanced Deep Learning
  • Master MLOps
  • Secure an AI/ML Internship

πŸ“« Let's Connect


⭐ Thanks for visiting my profile!

"Always learning. Always building. Always improving."

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