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MahimKatha02/README.md

Mahim Chowdhury Katha

BSc CSE (Data Science) Graduate · Machine Learning & Computer Vision

🎓 About

  • BSc in Computer Science & Engineering (Data Science) — East West University
  • Hands-on experience in Machine Learning, Deep Learning, and Computer Vision
  • Completed 5 AI/ML research projects and 3 certifications, with 4 more in progress
  • Founder of Purple Daze, a self-funded e-commerce business (2.7+ years) — brings entrepreneurial drive, leadership, and operational experience
  • Seeking postgraduate or professional opportunities in Artificial Intelligence and Data Science

🧰 Technical Skills

Programming & Machine Learning

Python PyTorch scikit-learn NumPy Pandas

Web Development

HTML5 CSS3 JavaScript Bootstrap

Data & Tools

Power BI Git GitHub Cisco Packet Tracer

📂 Projects

Project Description Tech Stack
Wall Crack Detection Researched automated structural defect detection; implemented a CNN-based feature extraction pipeline with a documented research report. Python, CNN, Image Processing
Rice Varieties Classification Built a multi-class ML classifier with a full preprocessing pipeline, evaluated using confusion matrix metrics. Python, Scikit-learn
Smart Vehicle Parking Finder with Dynamic Pricing Developed a real-time parking solution with occupancy-based dynamic pricing and a responsive frontend interface. HTML, CSS, JavaScript
Network Simulation Projects Designed and simulated enterprise LAN/WAN topologies including VLAN, RIP/OSPF routing, and ACL configuration. Cisco Packet Tracer
Tomato Leaf Disease Classification Trained a CNN to classify tomato plant diseases from leaf images; applied Grad-CAM for model interpretability and evaluated using accuracy, precision, recall, and F1. PyTorch, CNN, Grad-CAM, Python
My First Portfolio Design Test Personal portfolio website prototype showcasing responsive web design, UI/UX concepts, and front-end development skills. HTML, CSS

📜 Certifications

Completed

Certification Issuer Date
Introduction to Python Programming Bohubrihi, Shikho Technologies Aug 2025
HTML5, CSS3 & Bootstrap 4 for Web Development Bohubrihi, Shikho Technologies Jun 2026
Power BI Dashboard Mastery Bundle Academy of Business Professionals (ABP) May 2026

In Progress — Ostad Online Learning Platform

  • Cisco & MikroTik Networking
  • Data Science & Machine Learning with Python
  • Full Stack Vibe Coding using AI
  • AI & ML Bootcamp

📊 GitHub Statistics

📬 Contact

  • Open to AI / Data Science roles, internships, and collaborations

Popular repositories Loading

  1. CSE-366 CSE-366 Public

    Python

  2. myProject_HTML myProject_HTML Public

    HTML

  3. MahimKatha02 MahimKatha02 Public

  4. RiceVarietiesBangladesh_Classification_CSE475_Project RiceVarietiesBangladesh_Classification_CSE475_Project Public

    Rice variety classification using computer vision, supervised learning, and self-supervised learning methods including SimCLR, BYOL, and DINO.

    Jupyter Notebook

  5. wallCrackWith2datasets wallCrackWith2datasets Public

    Wall crack detection and segmentation using deep learning architectures including U-Net, U-Net++, DeepLabV3+, and EfficientNet-B3 for structural health monitoring and computer vision research.

    TeX