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HassanRasheed91/README.md

Hey 👋, I'm Hassan Rasheed

AI/ML Engineer • Deep Learning • Computer Vision


🧠 About Me

Coding Animation

  • 🎓 Data Science Student at Gift University (GPA: 3.3/4.0)
  • 💻 Passionate about Computer Vision, Medical AI, and Real-Time Systems
  • 🚀 Specialized in end-to-end ML pipelines and production deployment
  • 🔬 Research focus: Foundation Models, Knowledge Distillation, Multi-Modal Learning
  • ⚡ Building intelligent systems from edge devices to cloud platforms
  • 🏆 10+ international hackathons | Harvard & UC Berkeley competitions

🚀 Featured Projects

🩺 Medical AI & Healthcare

  • COVID-19 Detection - Foundation model distillation (99.3% accuracy)
  • Brain Tumor Segmentation - Attention U-Net (Dice: 0.993)
  • Heart Disease Prediction - Ensemble ML + OCR (95%+ accuracy)

🚗 Computer Vision & Tracking

  • Red Light Violation Detection - YOLOv12 + ByteTrack
  • Weapon Detection - Real-time YOLO/SSD-MobileNet
  • License Plate Recognition - OCR + SORT tracking

🤖 AI Systems & Automation

  • Construction Safety Monitor - PPE detection (YOLOv8)
  • Hand Gesture Recognition - MediaPipe (95%+ accuracy)
  • Customer Churn Prediction - Ensemble ML (92% accuracy)

🔧 Industrial & IoT

  • Motor Fault Classification - MCSA (14-class, 91% accuracy)
  • CO₂ Emission Prediction - Hybrid DL/ML ensemble
  • AutoStatAgent - Multi-agent EDA platform

🔬 Research & Expertise

📊 Machine Learning

  • Ensemble Methods
  • Time-Series Analysis
  • Feature Engineering
  • Predictive Maintenance
  • MLOps Pipelines

🧠 Deep Learning

  • Foundation Models
  • Knowledge Distillation
  • Transfer Learning
  • Multi-Modal Learning
  • Medical Imaging

👁️ Computer Vision

  • Object Detection (YOLO)
  • Multi-Object Tracking
  • Image Segmentation
  • Real-Time Processing
  • Edge Deployment

🛠️ Tech Stack

📚 Detailed Skills

Languages: Python, R, C++, Java, SQL, JavaScript

ML/DL Frameworks: TensorFlow, PyTorch, Keras, Scikit-learn, XGBoost, OpenCV, MediaPipe

Data Science: Pandas, NumPy, Matplotlib, Seaborn, Plotly

Tools & Platforms: Git/GitHub, Docker, Jupyter, Google Colab, Streamlit, Flask, Tableau, Power BI

Databases: MySQL, PostgreSQL, MongoDB

Web Technologies: JavaScript, PHP, HTML


📊 GitHub Stats


🏆 Certifications & Achievements

  • 🎓 Coursera: Machine Learning Specialization | Deep Learning with Keras
  • 🏅 Harvard: Puzzle Competition - Perfect Score (9/9 puzzles)
  • 🥇 UC Berkeley: Coding Competition Certificate
  • 🏆 Meta: Hacker Cup Coding Competition (2 certifications)
  • 💻 10+ International Hackathons - Problem-solving & rapid prototyping

Snake Game

📫 Connect with Me

Email


Profile views

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  1. Brain-Tumor-Segmentation Brain-Tumor-Segmentation Public

    A deep-learning based Python system for segmenting brain tumor regions in MRI scans: uses convolutional neural networks to delineate tumor sub-regions (edema, tumor core, enhancing tumor) and suppo…

    Python

  2. FD-MVNet-Foundation-Distilled-Medical-Vision-Network FD-MVNet-Foundation-Distilled-Medical-Vision-Network Public

    Foundation model-enhanced COVID-19 detection from chest CT scans using knowledge distillation. Achieves 97.59% accuracy with 297x parameter reduction through BiomedCLIP, DINOv2, and OpenAI CLIP ens…

    Python 1

  3. Gesture-Based-Grocery-Basket-System Gesture-Based-Grocery-Basket-System Public

    A gesture-based smart shopping system built with Python and OpenCV where users add or remove items from a virtual grocery basket through hand gestures captured via webcam enabling touchless, intuit…

    HTML

  4. Heart-Disease-Prediction Heart-Disease-Prediction Public

    A machine-learning based system in Python to predict the likelihood of heart disease from patient health attributes (age, blood pressure, cholesterol, etc.) includes data preprocessing, model train…

    Python

  5. License-Plate-Recognition License-Plate-Recognition Public

    A computer-vision system in Python that detects and recognizes vehicle license plates in images/video streams using OpenCV and OCR techniques.

    Python

  6. Red-Light-Violation-Detection Red-Light-Violation-Detection Public

    A Python-based computer vision system that detects vehicles violating red traffic lights using video streams: the system monitors traffic signal status, identifies vehicles crossing during a red ph…

    Python