My Works

Vehicle Detection, Tracking and count on road Using YOLOv8
License Plate Detection and OCR Using YOLOv8 and PaddleOCR

This project showcases a real-time license plate detection system using YOLOv8 for tracking and PaddleOCR for accurate text recognition. The model processes video frames, detects license plates, and performs optical character recognition to extract and display plate numbers with confidence scores.

Shortest Path Detection from Image using graph theory and pygame
Shortest Path Detection from Image using graph theory and pygame

This Python project focuses on detecting and analyzing roads from map images. It utilizes tools like Google Maps and Snazzy Maps to process and detect road patterns and features from map data. Algorithms like Modified A* algorithm, graph theory, and image processing techniques were used to analyze and extract road data from map images. [Github Link ]

Data Scrapping from Websites

You have a range of roll and need to extract all the data from it. Or you dont know your student's roll number but You know the name. How to get the roll number from the name from any result publishing website like MAT admission test? or maybe you need to know all of the result in a certain range ?

Weather Prediction Model in Machine Learning Using Bangladeshi Data
Weather Prediction Model

This project focuses on predicting weather conditions in Bangladesh using machine learning algorithms. It uses historical weather data from various sources to train and test the model. The project uses Python libraries like Pandas, NumPy, and Scikit-learn to process and analyze the data.

Bacteria Evolution Simulation
Weather Prediction Model

A dynamic simulation of evolving bacteria created using Pygame. Bacteria roam a 2D environment, seeking food to survive and reproduce. The simulation includes natural selection mechanisms like random mutations, reproduction, and competition, showcasing complex behaviors and population dynamics over time.

Conway's Game of Life With pygame & Python

Conway's Game of Life is a cellular automaton where cells on a grid live, die, or reproduce based on simple rules. My Python implementation simulates these interactions, visualizing how complex patterns emerge from just four basic rules: survival, isolation, overcrowding, and reproduction

AI-powered Flappy Bird using NEAT Algorithm

This project is inspired by the classic Flappy Bird game and was developed as part of a learning exercise using the NEAT (NeuroEvolution of Augmenting Topologies) algorithm. It trains birds to navigate through pipes over multiple generations. Built with Python and Pygame, the neural network adapts and improves its performance, demonstrating key concepts in evolutionary algorithms and neural networks. The project showcases fundamental AI techniques for educational purposes.

Quiz App using Laravel 11

This is a Laravel-based Quiz Application that allows users to create, manage, and take quizzes. The app provides an intuitive interface for quiz creation and a seamless experience for quiz takers.

Lecture on Sustainable transport - Bangladesh Climate Science Olympiad 2021

I was a coordinating team member of the Bangladesh Climate Science Olympiad 2021. After the national round, during the training camp, I gave a lecture on sustainable transport

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