My Chapter So Far
A curious man with a deep passion for Business Analytics, Human-Computer Interaction (HCI) and Data Mining. Proficient in Python, TensorFlow, D3.js, Tableau, Advanced Excel, PySpark, and committed to continuously advancing my expertise in these areas. My goal is to contribute to the development of Innovative AI solutions for Societal Benefit. As a graduate student at Georgia Tech and Fordham University, I am dedicated to embrace university cultural diversity, engage in interdisciplinary projects and contribute to creating sustainable solutions. Beside my academic and professional pursuits, I enjoy Football, Traveling, Hiking, and immersing myself in diverse cultures. Let's connect and explore the Dynamic World of Data together!
Latest Updates
A proud milestone in my journey—I've been accepted into the M.S. in Analytics program at Georgia Institute of Technology! Very excited to join one of the world's Top 10 CS Ranked universities.
Our paper "Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach" has been accepted to IEEE International Conference on Computer and Information Technology (ICCIT) 2024.
Our paper, titled "Optimizing Stroke Detection: An Analysis of Various Feature Selection Methods" has been published online (doi: 10.1145/3675094.3677602) at the UbiComp 2024 Conference, Australia.
I am honored to serve as the Reviewer in peer-reviewed IEEE Pervasive Computing.
I have started my Masters in Computer & Information Science at Fordham University, New York with GSAS Centennial Scholarship.
I am officially graduated from North South University with a Bachelors in Computer Science & Engineering.
I have started working as Research Assistant at Design Inclusion & Access Lab (DIAL). Working on the project - 'Feasibility of Alternative Credit Scoring for the Credit Invincibles of Bangladesh' funded by NSU-CTRG (CTRG-23-SEPS-02)
Proficient in Business Analytics with Power BI, Tableau, D3.js and PySpark.
Education
Georgia Institute of Technology, Atlanta
Starting Fall 2025
M.S. in Data Analytics
➛ Major in Business Analytics track, focusing on advanced statistics (PCA, Empirical Bayes, hierarchical Bayesian models), predictive modeling, and Monte Carlo simulations.
➛ Exploring Gibbs sampling, Variational Bayes and Hypothesis testing to democratize access to complex analytics techniques.
Fordham University, New York
2024 - Ongoing
M.S. in Computer & Information Science
➛ As a Full-time Graduate Student, 90% of my Tution Fee is funded by GSAS Centennial Scholarship.
➛ Developing expertise in areas including but not limited to Smart Contracts, Distributed Ledger systems, Trustworthy AI, Text Mining and Graph Mining.
North South University, Dhaka
2020 - 2023
B.Sc in Computer Science & Engineering
➛ Engaged in a comprehensive curriculum covering key areas such as Algorithms, Data Structures, Software Engineering, Theory of Computation and Machine Learning.
Experience
Design Inclusion and Access Lab (DIAL)
2023 - Ongoing
Graduate Research Assistant
➛ Implementing feature selection techniques - Information gain, Gain ratio, and Fisher score to enhance model interpretability in the Credit Scoring project, aiming to optimize risk assessment for South Asian banks.
➛ Applying SHAP, Morris Sensitivity Analysis and LIME for model explainability, ensuring transparency in decision-making for creditworthiness evaluation.
➛ Engaging in state-of-the-art techniques - Explainable AI and Federated Learning. Find me
Systech Datasoft
2023 - 2024
Trainee Engineer (Data Science)
➛ Gain hands on experience in t-tests, ANOVA, Markov Chain methods.
➛ Implemented a PDF parser to enhance the efficiency of Resume Screening from PDF for the hiring jobs.
IEEE NSU Student Branch (INSB)
2020 - 2021
Content Writing and Publication
➛ Collaborated with a diverse team of INSB.
➛ Contributed to articles and promotional content to highlight technical events and achievements effectively.
Recent Project
NSU Discussion Forum
Post, Comment & Discussion site.
NSU Complain Portal
Lodge & Manage Complaint.
Health Express BD
Emergency Ambulance, Medicine & Doctor.
Student Study Portal
Definition, Books, Homework, Task.
Ischemic Stroke Prediction
Feature Selection and XAI Analysis with ML Approaches
Elderly People Activity Recognition
Federated Learning approach with XAI
Alternative Credit Scoring Prediction
Explainable AI with Fisher Score, Lasso L1
Diabetic Foot Ulcer Detection
Trustworthy Hybrid DFU_DIALNet to detect DFU
Resume Screening using NLP
Select the perfect resume for our company.
DataVerse - Q/A Platform
Developed using JS, Ajax & MongoDB
LinkedIn Job Analysis 2024
Uncover trends in top industries, skills in USAUSA Diary 🗽
59 ST Columbus Circle - 25/11/2024
9th Avenue, NY - 9/01/2025
West 60 ST- 25/11/2024
Oculus Center, NY - 03/04/2017
Kaiser Park, NY - 28/08/2024
Snow at NYC - 20/12/2024
Central Park, NY - 15/08/2024
Fishing: Neptune Ave - 06/10/2024
Times Square - 23/09/2024
Trump Tower - 14/08/2024