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hely09/README.md

Hi 👋, I'm Hely Vachhani

Aspiring AI/ML Engineer | Data Science

🚀 About Me

  • 🎓 MTech Computer Science @ Ahmedabad University
  • 🤖 Passionate about AI, Machine Learning & Data Science
  • 📊 Love solving real-world problems using data
  • 💡 hands-on experience in ML, CV, DL & NLP
  • 📈 Continuously improving technical and problem-solving skills

🛠️ Tech Stack

💻 Languages

Python C SQL HTML CSS JavaScript

⚙️ Frameworks & Libraries

TensorFlow Keras PyTorch Scikit-learn OpenCV
Pandas NumPy Matplotlib Seaborn Plotly
SpaCy Sentence-BERT

🔧 Tools

Flask Streamlit Git GitHub Postman Google Colab

📁 Featured Projects

🎯 Multi-Object Tracking (ML + DL)

  • Improved tracking performance (MOTA, IDF1)
  • Reduced ID switches using CNN-based ReID
  • Compared classical ML & deep learning approaches

🧠 PCOS Detection (Deep Learning)

  • Built CNN + Vision Transformer models
  • Used transfer learning & K-Fold validation
  • Improved medical image classification reliability

🎮 Player Engagement Prediction

  • Predicted engagement (Low/Medium/High)
  • Applied clustering + Explainable AI
  • Generated behavioral insights for retention

📊 AI Revenue Forecasting

  • Built Random Forest model for prediction
  • Performed EDA & feature engineering
  • Created dashboards using Streamlit & Plotly

🌐 Portfolio Maker Website

  • Flask-based portfolio builder
  • Dynamic templates + image upload
  • Responsive UI using Bootstrap

🎯 Career Objective

Seeking opportunities as:

  • AI/ML Engineer
  • Data Scientist

🌍 Connect With Me

📍 Ahmedabad, India
📧 helyvachhani2704@gmail.com

GitHub | LinkedIn

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  1. AI-Revenue-Forecasting-and-Trend-Analysis-for-Business-Growth AI-Revenue-Forecasting-and-Trend-Analysis-for-Business-Growth Public

    AI-powered revenue forecasting and business trend analysis dashboard using Machine Learning and Streamlit.

    Python

  2. CV_2026_6_Neural_Instincts CV_2026_6_Neural_Instincts Public

    Forked from Captain-Gautam/CV_2026_6_Neural_Instincts

    Computer Vision Course Project, MTech-2025 from Ahmedabad University.

  3. ML_2026_5_QuadNet ML_2026_5_QuadNet Public

    Forked from parishishah02/ML_2026_5_QuadNet

    ML course project

  4. Resume-Parser-with-AI-Driven-Job-Matching Resume-Parser-with-AI-Driven-Job-Matching Public

    AI-powered resume analyzer that extracts skills, predicts job roles, matches resumes with job descriptions, and recommends courses using NLP and machine learning.

    Python

  5. Deep-Learning-Based-Classification-of-PCOS-from-Ultrasound-Images Deep-Learning-Based-Classification-of-PCOS-from-Ultrasound-Images Public

    This project uses CNN/Deep Learning techniques to classify ovarian ultrasound images into PCOS and Normal categories, helping in automated medical image analysis.

    Jupyter Notebook

  6. Player-Engagement-Prediction-and-Behavioural-Segmentation-in-Online-Gaming-Platforms Player-Engagement-Prediction-and-Behavioural-Segmentation-in-Online-Gaming-Platforms Public

    Data Science project analyzing online gaming behavior to identify player engagement patterns and trends using EDA and machine learning techniques.

    Jupyter Notebook