Sajjadul Islam Somon

1. AI Assisted Breast Tumor Classification

Engineered a dual-stream deep transfer learning ensemble model using Python and Keras to enhance multiclass BI-RADS breast cancer classification, deployed via an interactive Streamlit UI.

2. DIU Forum: A University Community Platform

Architected a full-stack university community platform featuring a Figma-designed UI, PostgreSQL database, integrated AI chatbot assistance, and a dedicated lost-and-found registry.

3. Plane Escape Game: A 2D Arcade Adventure

Developed a 2D arcade game using OpenGL-C++ for computer graphics education, featuring smooth animations and responsive controls with multiple attributes and collision detection.

4. PyParkOps: Smart Parking Management System

Developed a real-time computer vision pipeline utilizing YOLOv8 and OpenCV for accurate detection and OCR of Bengali license plates, optimized for high-speed automated toll processing.

5. FitQuest: A Mobile Fitness Application

Developed FitQuest, a cross-platform mobile fitness app using Flutter and Firebase, offering personalized workout recommendations, activity tracking, and interactive UI to empower users in achieving their fitness goals.

6. CareBox: A Smart and Caring Medicine Box

Designed an IoT-enabled medicine box with automated dispensing, real-time monitoring, and personalized reminders to enhance medication adherence and patient care.

7. Compiler Forge: A Web-Based Grammar Transformation Toolkit

A web-based application that simplifies key grammar transformations such as left recursion elimination, left factoring, and First-Follow set calculations, enhancing understanding of compiler theory.

8. Farming Assistant: An Smart Agriculture Solution

Designed a comprehensive automation solution utilizing n8n workflows and Docker containerization to seamlessly integrate hardware sensors and APIs for smart agriculture and parking management.

DIU Final Year Thesis

A dual-stream transfer learning ensemble for BI-RADS breast cancer classification, combining weighted representations to improve diagnostic robustness across multiclass mammography cases.

IEEE Xplore - NCIM

A machine learning pipeline analyzing social signals to estimate youth political involvement in Bangladesh, with emphasis on pattern discovery, engagement signals, and predictive modeling.

IEEE Xplore - STI

A browser-based gesture interaction concept that uses webcam input to create a touchless web game experience built around lightweight computer vision control.

Ostad

Simplilearn

NetCom Learning

IEEE Region 10 Young Professionals

Health Informatics Research Lab, Dept. of CSE, DIU

Various

Shimanta Paibar Kallayan Samity

Scholarship

Naf Inter Group (NIG)

Mentored students across grades 7-10, College (1st year), and University (1st year).

Skills: Math & Higher Math, Science (Physics, Chemistry, Biology), etc.

Trained students from different backgrounds.

Skills: Programming Languages (C/C++, Python), Web (HTML, CSS), MS Office, Adobe Tools (Ai, Pr)

Applied professional skills in Graphics Design and Video Editing for various client projects.

Skills: Adobe Premiere Pro, Adobe Illustrator, Canva, Figma, etc.

IEEE.org

Secured 1st place nationally in the global IEEEXtreme programming competition.

IEEE Daffodil International University Student Branch

DIU Health Informatics and Research Lab

IEEE Day 2025

IEEE DIU Student Branch

IEEE Daffodil International University Student Branch

IEEE DIU SB Computer Society Chapter

IEEE CS BDC Student Activities Committee

IEEE DIU Student Branch Events

DIU BIM event

BNMPC Science Club

BNMPC Scout