ML-based OCR system for handwritten Bangla characters using CNN

• 🧠 Custom CNN model — 3 convolutional blocks with BatchNorm & Dropout
• 📊 Trained on 166K+ images across 84 character classes
• ✅ Achieved 90% test accuracy and ~95% validation accuracy
• 🔗 View Repository

Responsive personal portfolio built with HTML5, CSS3, JavaScript

• 📱 Mobile-first design with animations and interactive components
• ⚡ Optimized for fast loading and clean navigation
• 🔗 ViewPortfolio Website

A collection of 45 standalone Python examples covering algorithms, data structures, graph search, concurrency, and practical utilities.

• 📚 Includes beginner to advanced examples with a script index and run instructions
• 🔗 Explore the repository

A searchable, open-source catalog of 69 public APIs across 29 categories, with official documentation and clear notes on keys, quotas, and usage terms.

• 🌐 Browse the API directory
• 📚 View the catalog and contribute
• 💻 Run examples in 18 programming languages

• 🏆 AWS Academy Graduate — Machine Learning Foundations (July 2025)
• 🏆 AWS Academy Graduate — Cloud Foundations (June 2025)