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Ronakvekariya/README.md

Hi, I'm Ronak Vekariya 👋

I'm an M.Sc. Data Science student at TU Ilmenau interested in Machine Learning, AI, and building systems that turn ML ideas into working software.

My current focus is on:

  • Machine Learning & AI
  • Computer Vision
  • NLP / LLMs
  • ML Engineering
  • MLOps & deployment

Featured Projects

🧑‍💻 Face Recognition Attendance System

An end-to-end computer-vision attendance system combining face recognition, facial embeddings, similarity matching, database persistence, attendance processing, and analytics.

Tech: Python · OpenCV · DeepFace · ArcFace · MySQL · Django · Streamlit

View Project

🐾 Real-Time Animal Detection

A real-time YOLO-based computer-vision system with threaded video capture, detection-event logging, and TCP communication for edge-oriented processing.

Tech: Python · YOLO · OpenCV · Threading · TCP/IP · Raspberry Pi

View Project

📄 Intelligent Invoice Data Extraction

An end-to-end document-processing pipeline combining object detection, OCR, NER, and rule-based post-processing to convert invoice images into structured data.

Tech: Python · YOLOv8 · Tesseract OCR · spaCy · NLP

View Project

⚖️ Business Contract Validation AI

A document-intelligence pipeline that combines PDF processing, NER, text classification, contract comparison, LLM-assisted summarization, and a Streamlit interface.

Tech: Python · NLP · NER · Generative AI · Streamlit · Docker

View Project

What I'm Learning

Currently strengthening my skills in:

ML Engineering → Cloud → Distributed Systems → MLOps → Production AI

Background

  • 🎓 M.Sc. Data Science — TU Ilmenau
  • 💻 B.Tech. Computer Engineering
  • 🧠 Machine Learning / Deep Learning
  • 👁️ Computer Vision
  • 📝 NLP
  • 🐍 Python

Connect

LinkedIn · GitHub

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  1. Face-Recognition-Attendance-System Face-Recognition-Attendance-System Public

    End-to-end face recognition attendance system using DeepFace, ArcFace embeddings, MySQL, Django and Streamlit.

    Python

  2. Real-time-Animal-Detection Real-time-Animal-Detection Public

    Real-time YOLO animal detection with threaded video capture, TCP event streaming and edge-device integration.

    Python

  3. invoice-data-extraction invoice-data-extraction Public

    Invoice field extraction using YOLOv8, Tesseract OCR, spaCy NER and structured JSON post-processing.

    Jupyter Notebook

  4. Business-Contract-Validation-powered-by-AI Business-Contract-Validation-powered-by-AI Public

    Document-intelligence pipeline for contract comparison, NER, highlighting and LLM-assisted summarization.

    Python

  5. Song-recommendation-based-on-facial-expression Song-recommendation-based-on-facial-expression Public

    This is a mini web application build with stream-lit (Python framework) , It facilitated with database authentication , login and logout. In it's facial capture and emotion detection feature build …

    Python