Skip to content
View MahimKatha02's full-sized avatar

Block or report MahimKatha02

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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