(Jan 2024 - Present)
Software Engineer
ABOUT ME
Who I am?
I am a passionate Computer Science graduate with a Master’s degree in Data Analytics. I have a solid background in software development, data structures, and algorithms. My experience in competitive programming has sharpened my ability to solve complex problems efficiently and develop optimized solutions under challenging constraints. During my academic journey, I developed proficiency in designing scalable systems, analysing data, and leveraging modern tools and technologies to extract insights. My Master's in Data Analytics has equipped me with the ability to work with large datasets, apply statistical and machine learning techniques.
Experiences
(April 2021 - August 2022)
Software Engineer
Impress IT Solutions
Skills
PROJECTS
Analysing Sakila-a movie rental database with MySQL
constproject={name:'Analysing Sakila-a movie rental database with MySQL',tools: ['MySQL', 'Jupyter Notebook', 'XAMPP', 'SQL Magic],myRole:Backend Developer,Description: This project explores Sakila Database using SQL Magic (%%sql) in Jupyter Notebook while connecting to a MySQL database hosted on XAMPP. It includes various Data Manipulation (DML) and Aggregation queries, providing insights into customer rentals, payments, and movie statistics.,Demo:View};Predicting stock market
constproject={name:'Predicting stock market',tools: ['python', 'pandas', 'tensorflow', 'numpy', 'LSTM', 'XGBoost', 'SVR', 'GRU', 'RF],myRole:Machine Learning Engineer,Description: In this project, I implemented various machine learning algorithms including LSTM, XGBoost, SVR, GRU, and Random Forest (RF) to forecast stock prices for 1 day, 1 week, and 1 month ahead using data from the Dhaka Stock Exchange (DSE). The analysis focused on three dominant companies, utilising data collected from January 2021 to January 2024. The results from all models were compared to identify the most effective model for predicting stock prices in the DSE.,Demo:View};Dokan - a POS application
constproject={name:'Dokan - a POS application',tools: ['Laravel', 'NextJS', 'CSS', 'REST API', 'MySQl', 'Sanctum', 'CPanel', 'cron-job],myRole:Full Stack Developer,Description: In this project, I developed a web-based Point of Sale (POS) system using Next.js for the frontend and Laravel for the backend. Next.js handles the user interface with its fast, server-side rendering capabilities, providing a smooth and dynamic experience for managing sales, inventory, and customer data. Laravel serves as the backend, offering a robust API for handling business logic, user authentication, and data storage. The system enables real-time updates, seamless transactions, and an intuitive interface for POS operations.,Demo:View};Educations
2022 - 2024
Master's of Science
Data Analytics
University of Portsmouth, United Kingdom
2016 - 2020
Bachelor of Science
Computer Science and Engineering
Eastern University, Bangladesh
2014 - 2016
Higher Secondary Certificate
Brindaban Govt. College, Habiganj - 3300
2014
Secondary School Certificate
Govt. High School Habiganj