I graduated from the Department of Civil Engineering at Bangladesh University of Engineering & Technology, Dhaka(BUET)
Sometimes I write at trewto.wordpress.com
Deep Learning: Currently practicing with YOLOv8 for training Custom Dataset and various type of object detection including traffic detection, person detection and implementing real life use with processing videos and generating report
Rainfall Prediction: Engaged in a project to predict rainfall runoff using machine learning techniques. Exploring various models and methods to improve prediction accuracy.
Published Research
SWOT ANALYSIS OF THE CIRCULAR WATERWAY AROUND DHAKA CITY
Authored a paper on SWAT analysis of circular waterways around Dhaka City, presented at the 7th International Conference on Civil Engineering for Sustainable Development (ICCESD 2024).
Capstone Projects
Redevelopment of Mouchak Market as a Modern Shopping Complex
As a key member of a six-person team, we collaborated to realize the ambitious Mouchak Market redevelopment in Dhaka as a Capstone project. Our collective efforts resulted in innovative civil engineering solutions, detailed designs, and meticulous planning, elevating the market to new heights. The project integrates state-of-the-art facilities, safety measures, and sustainable infrastructure, promising to redefine shopping and leisure experiences in the city.
This section is focused on Python projects using YOLO (You Only Look Once) object detection techniques. It features implementations and experiments with different YOLO versions for various object detection tasks.
This repository includes Jupyter Notebooks demonstrating various machine learning models and techniques. It covers hands-on implementations and experiments with different algorithms and program for predicting and analyzing data and image. There are projects like digit recognization, Weather Prediction model Using AusWeather Dataset, Vehicle Counting program from Video.
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.
A PHP project that provides a system for managing quizzes. It includes features for creating, managing, and analyzing quizzes and questions, aimed at educational and testing purposes.
A Python-based web scraping tool that extracts data from websites. It includes code for scraping various types of web content, suitable for data collection and analysis tasks.
This project automates playing the Chrome Dino game using computer vision techniques. It involves making the game recognize obstacles and control the character to achieve high scores.
An open-source content management system (CMS) developed in PHP. It provides a framework for creating and managing websites with features for content creation and administration. The whole project was implemented in raw PHP.
Language: Maintaining a 800+ day streak in French on Duolingo.
Interest: Machine Learning, Computer Vision, Numerical Analysis, Transportation Engineering
| Document: | Microsoft Office (Google Docs), Microsoft Excel (Google Spreadsheet) | |
| Civil Software | AutoCAD, SAP2000, ETABS, MATLAB | |
| Programming | PHP, Python, C++, C, JavaScript,R | |
| Web Development | Frontend & Backend Development WordPress, Joomla, CMS Managment Bootstrap HTML, CSS, and JavaScript Apache & nginx Cpanel Management, Domain & Hosting Management |
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| MVC FrameWork | Laravel | |
| Database Management | MySQL | |
| Version Control | Git, GitHub | |
| Design | Canva |
It is a Bangla translation project of the International Astronomical Union’s booklet about astronomy.
The International Astronomical Union is an international association of professional astronomers, at the PhD level and beyond, active in professional research and education in astronomy.
An IAU100 Global Event. NameExoWorlds offers the opportunity for all countries in the world to give a name to one exoplanet and its hosting star. IAU assign Bangladesh to select a common name for the star HD 148427 and its planet. The name will be taken from the students of school/colleges among Bangladesh.
A three-day-long astronomy workshop held in BUET, DHAKA with the collaboration of International Astronomical Union & National Astronomical Research Institute of Thailand