Skills
| Python | webscraping |
| Angular | MySQL |
| Pandas | Matplotlib |
| Seaborn | Scikit Learn |
| HTML5 | CSS3 |
| Bootstrap | Graphic Design |
| Microsoft PowerBI | Microsoft Office |
Projects
Data Science / Machine Learning
IBM Employee Churn Prediction + EDA
Exploratory data analysis and prediction of employee attrition on a dataset created by IBM data scientists.
Lung Cancer EDA
Exploratory data analysis on a lung cancer dataset.
Neural Networks Breast Cancer Classification
EDA and prediction using neural networks whether a tumor is malignant or not.
2021 Olympic Analysis
Analysis of a 2021 Olympics
Movie Recommendation System
System that recommends movies similar to user input.
Big Mart Sales Prediction
Dound insights on company's business decisions through exploratory data analysis and use linear regression models to predict sales.
Red Wine Prediction
EDA and prediction of red wine quality using Random Forest.
Heart Disease Prediction
EDA and prediction of heart disease using Logistic Regression.
Diabetes Prediction
EDA and prediction of diabetes using SVM.
House Price Prediction
Predicting house prices using linear regression model.
Stock Price Analysis
Data visualization, analysis and finding insights of stock prices.
FIFA 2021 Moneyball Analysis
The objective of the project was to find the best players for a team in the UCL (career mode) with a low budget and needs some new players.
Front End Development
Aesthetica
This is a website for an interior design firm.
The site consists of three pages, the content is animated and the firm's project images are shown in a slideshow.
Blog
Under Development.
Used Angular for the front-end.
Smart Garments
This is a website for a buying house based in Dhaka.
It is a one-page site with animated content and responsive image grids.
Employee Evaluation System
Employee evaluation system backed up by MySQL database built with classmates for university project.
Mudir Dokaan
This is a website for a fictional grocery store.
Multipurpose Converter
This is a converter app made using Vanilla JavaScript
You can convert weight, height and steps in this app.
Finance Tracker
This is a finance tracker app made using Vanilla JavaScript
You can calculate balance by inputting income and expenses and add milestones in a list.
Recipaz
This was my first project. It's a food blog.
This is a very simple site where food recipes are posted.
Achievements
Notebooks Master
Kaggle
Discussions Expert
Kaggle
5 Star Gold Badge for Problem Solving
HackerRank
3 Time EDEXCEL High Achievers Award
EDEXCEL awards for O level performance, best performing student in PSC and PLSC.
Daily Star Award
Daily Star award for O level performance.
Certification
Introduction to Machine Learning
Quantum.ai
Kaggle Microcourses
Completed multiple introductory data analysis and machine learning microcourses offered by Kaggle.
Inclusive Leadership
Catalyst X
Machine Learning Worshop
Brac University Electrical and Electronic Club