About Me
A final-year Statistics student with expertise in data analytics, business operations, and research. My role at Doin Tech focused on technical support and data analysis for global FinTech clients, enhancing retention and satisfaction. As President of the Gtc Analytics Club, I spearhead programs promoting data-driven thinking, which has refined my leadership, collaboration, and project execution skills. I excel at translating data into practical insights and designing clear, effective visualizations.
Technical Skills:
Excel PowerPoint Power BI Python R Photoshop
Soft Skills:
Experience
Data Science Projects
Personal Financial Analysis Dashboard
Dynamic DashboardComplex FuntionsConditional FormattingData Validation
I designed this Excel dashboard to bring clarity to my personal finances. It organizes my income, expenses, and savings in one cohesive system, giving me a comprehensive view of my financial health. By leveraging advanced data presentation techniques, I transformed complex financial data into understandable, actionable insights that help me to make informed decisions with confidence.
Inventory Management System
Interactive DashboardComplex FuntionsPivot TablePivot ChartsData Validation
I developed a custom Excel Inventory Management System for a client to streamline stock tracking & financial insights. After understanding their needs, I designed an interactive dashboard delivering real-time visibility into stock levels, value, and expenses. The solution eliminated manual work with dynamic filtering/visuals. Refined via feedback for accuracy, it now drives efficient inventory management.
Analyzing Sales Data with Python
PandasNumphyOpenPyXLSeabornAI
Sales data was cleaned, analyzed, and visualized. Automated reports, including key metrics, were generated and emailed, highlighting top performers, revenue growth, and customer retention. https://colab.research.google.com/drive/1ZSYeRyVfpizITPLfsc4H7QiDVr5KBKZ6
Web Scraping with Python
ScrapyI have scrapped data from multiple webpages with Python - Scrapy framework. It's fast way to collect data from webpages that can be used to for market research or analytics.
Email Automation
Scrapyyagmail CSV / ExcelAutomation
I've developed a Python script that automates personalized email sending via GMAIL. It works directly from CSV/EXCEL files and includes attachments.
Regression Analysis
Simple Linear
Multiple Linear
Prediction
Model
In Stat H-309 Lab Course, I learned estimating and interpreting multiple regression models, including overall significance tests and hypothesis testing for individual parameters with confidence intervals. I gained expertise in partial and multiple correlation, model selection, and fitting polynomial regression, including orthogonal polynomials. This enables me to build and analyze robust statistical models for data-driven insights.
Test of Hypothesis
t-testPaired t-testWilcoxonIn Stat H-309 Lab Course, I learned to test hypotheses for single and two-sample data, including means, variances, and proportions, and analyze differences between samples using methods like the paired t-test. I also explored the significance of correlation and regression coefficients. My studies covered homogeneity and goodness-of-fit tests, and practical experience with non-parametric methods like the Sign, Rank and Median tests.
View DetailsSkills
Management & Leadership
Strategic Planning Project Management Team leadership Communication Time Management Problem Solving
Certifications
Associate Data Scientist in Python
Regression Analysis · Sampling · Logistic Regression · Linear Regression · Supervised Learning · Unsupervised Learning · Machine Learning · Statistical Data Analysis · Data Analysis · Data Manipulation · Hypothesis Testing · Data Cleaning · Data Visualization
Data Visualization Competition
Succesfully participated in the Data Visualization Competition at the 6th Bangladesh Economics Summit 2025 - Economic Study Center, University of Dhaka
DRMC Internation Tech Carnival
I became the first runners up in Live website create & second runnersup in PowerPoint Presentation contest of DRMC International Tech Carnival 2019.
Education
Bachelor of Science - BSc (Hons) in Statistics
Government Titumir College, University of Dhaka.
- President & Former Event Managment Secretary - Analytics Club.
- Participated on FGD workshop on Smart campus ogranized by A2i.
- Courses: Probability Distribution, Estimation, Hypothesis Testing, Operational Research, Industrial Statistics, Regression Analysis, Multivariate Analysis, Time Series Analysis, Design & Analysis, Econometrics, Research Methodology, Categorical Data Analysis etc.
Higher Secondary Certificate (HSC) - Science
Government Mohammadpur Model College, Dhaka
- Won 3 contest on 2 IT/Science Fest on behalf of my college.
- Participated as student team lead at ICT-Integrated Pilot Classroom Project. (Bangladesh X South Korea)
Secondary School Certificate (SSC) - Science
Government Mohammadpur Model School, Dhaka.
- Participated IT Olympiad and Science Fest.
Co-Curricular Activities
To be updated very soon...
As the Event Management Secretary of Analytics club, Govt. Titumir College, I have done different kinds of work from marketing to technical tasks. I have completed three important tasks for the club:
Secured E-learning Partnership: Successfully partnered with BOHUBRIHI, an ed-tech company, to provide free premium courses, significantly enhancing member value and learning opportunities.
Developed Data Analytics Dashboards: Created Excel/Power BI dashboards for member profiles, preferences, and feedback, enabling data-driven decision-making and improving member satisfaction.
Executed Successful Member Recruitment Drive: Orchestrated a marketing campaign and streamlined the recruitment process with technology, leading to 70+ new members in four hours, partly due to a SPINWIN game offering free BOHUBRIHI courses.
Organized Industry Professional Session: Arranged a session with Ishmam Chowdhury (VP of Operations, Shikho) who provided valuable career guidance on data analytics to members.
To be updated very soon...
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