Transforming complex data into actionable insights through machine learning and deep learning solutions.

print("The best code is not just functional, but also maintainable, scalable, and elegant.")

• ML Roadmap and Notes - Curated collection of ML resources, notes, and learning paths
• GenAI-Roadmap-with-Notes-Using-LangChain - A comprehensive learning path and practical guide for Generative AI development with hands-on LangChain implementations and detailed notes
• ML-Algorithm-Library - Pure-Python implementations of fundamental machine learning algorithms for hands-on learning and experimentation
• Prices_Predictor_System - Building an End-to-End Machine Learning Pipeline for Price Prediction using ZenML and MLflow
• GPT-2-Rebuild-nanoGPT - A beginner-friendly, step-by-step reproduction of nanoGPT and GPT-2, inspired by Karpathy's lecture, for learning and experimentation with transformer language models
• Book Recommender System - Personalized book recommendation engine based on user reading preferences and habits
• Laptop Price Predictor - Regression model that predicts laptop prices based on specifications
• Stock Price Prediction - LSTM-based model for predicting stock prices using historical data
• Machine_Learning_Housing_Corp - Project that predicts median house values in Californian districts using various machine learning algorithms and dataset features
• Movie Recommender System - ML-powered system offering personalized movie suggestions

• Gesture Volume Control - Control your computer's volume with hand gestures using OpenCV and MediaPipe
• Posture Detection - Real-time pose detection with customizable face overlays
• Cat vs Dog Classification - CNN-based deep learning model for distinguishing cats from dogs

• Vendor-Performance-Analysis - Comprehensive analysis of vendor performance metrics to optimize procurement decisions and supply chain management
• COVID-19 Global Impact Analysis - Comprehensive analysis of COVID-19's global impact using WHO data
• Olympic History Analysis - Visualization of 120 years of Olympic achievements
• Study Abroad Dataset - Interactive analysis of global study program costs across countries and universities

• Resume Screening - AI-powered tool for efficient and fair candidate selection
• Sentiment Analysis - Interactive NLP application classifying text sentiment via Streamlit
• Email Spam Classifier - ML and NLP model for detecting spam emails with high accuracy
• Prompt Engineering - Resource collection for mastering AI prompt crafting and optimization

• Toolly - Time-saving AI-powered productivity tool
• Toolly_Studio - A powerful Streamlit app for generating professional product ads using Bria AI's advanced image generation and manipulation APIs
• Echo AI - Web-based interactive chatbot with customizable interface
• Harvard Website - Clean, responsive website inspired by Harvard's design
• 100 Simple Websites - Collection of beginner-friendly web development projects
• Personal Website - My portfolio showcasing projects and insights on technology and AI
• LearnEnglish - A beautiful, interactive web application designed to help Bengali speakers learn the 3000 most common English words with translations, meanings, and examples