📌 SBAC Bank:
Final-year Software Engineering student majoring in Data Science with hands-on experience in banking operations, customer workflow analysis, and technology-driven problem-solving through internship experience at NCC Bank PLC. Skilled in Python, SQL, Excel, Git, and data analytics with strong interest in banking technology, IT operations, digital systems, and financial data analysis. Experienced in developing web-based systems, analytical research, and collaborative technical projects. Seeking to contribute technical, analytical, and problem-solving skills in a professional ICT and banking environment.
Bachelor of Science (B.Sc.) in Software Engineering (Major in Data Science)
Daffodil International UniversityCGPA: 3.08 (Current) (out of 4)
Completed Academic Coursework: Completed 139 out of 145 Credits
Remaining: 6 Credit Thesis Defense (Expected: June 2026)
Higher Secondary Certificate (HSC)
Shaheed Ramiz Uddin Cantonment CollegeGPA: 4.33 (out of 5)
Secondary School Certificate (SSC)
Zirabo High SchoolGPA: 4.89 (out of 5)
Java, Python, C#, Dart, HTML, JavaScript
Windows (10 & 11), Linux, macOS, Ubuntu
Excel, SQL, Power BI
Network Configuration, Cyber Security Awareness, Firewall/Proxy Basics
Microsoft 365, Git, GitHub, Anaconda, Postman, IntelliJ IDEA, VS Code
Canva, Figma, Basic UI/UX Principles
A payment gateway prototype using HTML, CSS, & vanilla JS. Features REGEX-based real-time input formatting (card number, expiry) and simulates asynchronous payment processing with dynamic button states.
A responsive guide in HTML, CSS, & vanilla JS. Built a complete 8-language translation (i18n) system from scratch. Dynamically renders currency cards and includes a currency converter.
Architected a multi-role (Client, Provider, Admin) scheduling system for a System Analysis & Design capstone. The design includes secure booking, payment processing, and calendar integration .
A console-based C application for a capstone project. Implements full CRUD operations with persistent data storage in a binary file and features advanced record filtering (gender, branch, location) .
A responsive SPA using HTML, CSS, & JavaScript. Dynamically loads content and uses the fetch API to live-filter bus data from JSON, displaying results in a modal.
Built an autonomous robot using Arduino NANO and an HC-SR04 ultrasonic sensor. Processes real-time sensor data to navigate and avoid obstacles via an L298N motor driver.
An Ensemble Stacking-Based Approach for Accurate and Explainable Loan Approval Prediction (Academic Thesis)
Built an ML-based loan approval prediction system to improve banking loan evaluation accuracy and transparency. Developed a stacking ensemble model using Random Forest, XGBoost, LightGBM, and Logistic Regression, engineered financial risk features, and handled class imbalance using SMOTE. Integrated SHAP-based Explainable AI (XAI) to support transparent and interpretable banking decision-making. Relevant for banking risk assessment, loan evaluation, and data-driven financial decision systems.
Conducted a structured survey-based research at Savar Branch of NCC Bank PLC to assess customer satisfaction and trust. Primary data was collected from 100 customers using a questionnaire covering 15 key service dimensions including reliability, security, employee behavior, waiting time, ATM services, and complaint handling. The study aimed to evaluate satisfaction levels across multiple service parameters and identify key areas for service improvement.
Intern – General Banking Division
NCC Bank PLC, Savar BranchSupported daily banking operations, customer service coordination, and workflow-related activities within the General Banking Division. Assisted in collecting and analyzing customer feedback data from 100+ respondents to identify service quality insights and operational improvement opportunities. Worked closely with branch employees to understand operational processes, communication practices, and customer experience management in a professional corporate environment.
President
Naogaon District Students' Association, Daffodil International UniversityLed organizational activities, coordinated student engagement initiatives, and managed communication among members, university authorities, and external stakeholders.
Joint Secretary
Data Science Club, Daffodil International UniversityAssisted in organizing workshops, knowledge-sharing sessions, and student engagement programs related to Data Science and emerging technologies.
ICT Division, Bangladesh & Daffodil International University
Psychological Service Center, Daffodil International University
Office of the International Affairs & Department of Software Engineering, DIU
Department of Software Engineering, DIU
Military Institute of Science and Technology
Cyber Security Centre, Daffodil International University
Technical Writing & Documentation – reports, project documentation, and official records
Leadership & Collaboration – teamwork, active listening, and effective communication skills
Problem Solving & Decision Making – ability to work effectively under pressure
Adaptability & Time Management – ability to adjust in new environments and manage multiple tasks efficiently
Flutter App Development
Interactive CaresAWS Academy Machine Learning Foundations
AWS AcademyEnglish Language Proficiency Course
Department of English, University of Asia Pacific