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.
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About Me
Sajjadul Islam Somon Shuvo
AI, ML Researcher & AI Engineer
Hi, I am Sajjadul Islam Somon, a Computer Science & Engineering graduate (3.90 CGPA) focused on Machine Learning, Deep Learning, and Computer Vision. My work bridges academic research such as architecting dual-stream transfer learning models for medical imaging and practical problem-solving, having ranked 1st nationally in competitive programming (IEEEXtreme). I am actively seeking global opportunities to drive AI innovation, whether through impactful industry roles or advanced Ph.D. research.
Education
Jan 2022 — Jan 2026
Bachelor's degree
Computer Science and Engineering
Daffodil International University-DIU, Dhaka
CGPA 3.90 out of 4.00
Jun 2018 — Jan 2021
Higher Secondary Certificate (HSC)
Science
Birshreshtha Noor Mohammad Public College (BNMPC), Dhaka
GPA 5.00 out of 5.00
Jan 2026 — May 2018
Secondary School Certificate (SSC)
Science
Police Lines High School, Dinajpur
GPA 5.00 out of 5.00
Jan 2015 — Dec 2015
Junior School Certificate (JSC)
Junior School
Teknaf Borger Guard Public School, Cox's Bazar
GPA 5.00 out of 5.00
Jan 2012 — Dec 2012
Primary School Certificate (PSC)
Primary School
Teknaf Borger Guard Public School, Cox's Bazar
GPA 4.83 out of 5.00
Research Works
Thesis
Dual-Stream Weighted Deep Transfer Learning Ensemble for Multiclass BI-RADS Breast Cancer Classification.
A dual-stream transfer learning ensemble for BI-RADS breast cancer classification, combining weighted representations to improve diagnostic robustness across multiclass mammography cases.
calendar_month Year: 2026 newsstand Publisher: DIU Final Year Thesis style Tags: DL/CV, Health Care
group Authors: S.I. Somon, | Advisor: S. R. H. Noori & M. Z. Hasan
Conference
Prediction of Youth Political Involvement in Bangladesh through Social Media: A Machine Learning Perspective.
A machine learning pipeline analyzing social signals to estimate youth political involvement in Bangladesh, with emphasis on pattern discovery, engagement signals, and predictive modeling.
calendar_month Year: 2025 newsstand Publisher: IEEE Xplore - NCIM style Tags: ML, Social Media Analytics
group Authors: S. I. Somon, P. Sarker, I. Ilham, and Md. A. Rahman
Conference
A Conceptual Hand Gesture Controlled Web Game Using Webcam.
A browser-based gesture interaction concept that uses webcam input to create a touchless web game experience built around lightweight computer vision control.
calendar_month Year: 2024 newsstand Publisher: IEEE Xplore - STI style Tags: CV/ML, HCI
group Authors: S. Garodia, S. I. Somon, L. Rukhsara, I. Jahan and T. Rabeya
Projects
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.
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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.
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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.
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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.
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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.
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Compiler Forge: 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.
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Farming Assistant: An Smart Agriculture Solution
Developed a Java GUI decision support system utilizing MySQL and iTextPDF to optimize agricultural operations. Build interactive modules to analyze environmental data and schedules for efficient cultivation.
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Achievements
1st Place in BD - IEEEXtreme 19.0! Programming Competition
IEEE.org • 2025
Secured 1st place nationally in the global IEEEXtreme programming competition, demonstrating advanced problem-solving, algorithm design, and team collaboration under extreme time constraints.
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Work Experiences
Jun 2026 — Present
Machine Learning Engineer Intern
Current
domain
FlyRank.AI
(Remote)
Developing and integrating ML models into real-world applications, alongside architecting a specialized AI capstone project.
psychology
Skills: ML, DL, Python (TensorFlow, PyTorch, Keras, Scikit-Learn, Matplotlib, etc.)
Jan 2024 — Present
Academic Tutor
Current
domain
Private Tutoring
(On-site)
Mentored students across grades 7-10, College (1st year), and University (1st year).
psychology
Skills: Math & Higher Math, Science (Physics, Chemistry, Biology), etc.
Aug 2022 — Apr 2026
Professional Skill Training
domain
Independent Trainer
(On-site)
Trained students from different backgrounds.
psychology
Skills: Programming Languages (C/C++, Python), Web (HTML, CSS), MS Office, Adobe Tools (Ai, Pr)
Mar 2022 — Oct 2023
Freelance Designer & Editor
domain
Self-Employed
(Remote)
Applied professional skills in Graphics Design and Video Editing for various client projects.
psychology
Skills: Adobe Premiere Pro, Adobe Illustrator, Canva, Figma, etc.
Categorized Expertise
Languages
(OOP, ML/DL)
IDE / Version Control
Operating Systems
(Kali, Ubuntu)
Automation & Tools
(learning)
Graphics & Media
Extra-curricular Activities
2025
Past role
Vice-Chairperson (Technical)
IEEE Daffodil International University Student Branch
2025
Past role
Member
DIU Health Informatics and Research Lab
2025
Ambassador
IEEE Day 2025
2025
IEEE Day 2025 Event Organizer
IEEE DIU Student Branch
2024
Past role
Graphics and Media Coordinator
IEEE Daffodil International University Student Branch
2024
Past role
Secretary
IEEE DIU SB Computer Society Chapter
2024
Past role
Graphics and Media Coordinator
IEEE CS BDC Student Activities Committee
2023 - 2024
Other Events Organizer & Volunteer
IEEE DIU Student Branch Events
2023
Past role
Volunteer
DIU BIM event
2018 - 2020
Past role
Volunteer
BNMPC Science Club
2018 - 2020
Past role
Rover Scout
BNMPC Scout
Certifications
AI Agents for Beginners
Simplilearn
AI Automation Career: Build your first AI Agent
Ostad
AI+ Prompt Engineering
NetCom Learning
UpSkill - Bangladesh 2025 in Multiple Competitions
IEEE Region 10 Young Professionals
Computer Vision & Deep Learning for Medical Data Analysis
Health Informatics Research Lab, Dept. of CSE, DIU
Achievement in Programming Contests [C/C++, Python]
Various
Computer Training Certificate
Shimanta Paibar Kallayan Samity
Shahid Halim-Liakot Memorial Scholarship
Scholarship
Academic Excellence Award (PSC) - NIG
Naf Inter Group (NIG)
Languages
Bengali Native
English Professional
Hindi Conversational
Interests
Aquatics & Branding
Aquascaping & Rongin Jolorashi
Managing UI/UX for my aquarium shop while maintaining indoor setups and balcony ponds. Focused on Plakat Betta breeding, Mollies, and Comet Goldfish, alongside cultivating plants like Rotala, Anubias Japan, and floating lettuce.
Rongin Jolorashi Betta Breeding Planted Tanks
Nature
Botanical Gardening
Cultivating a diverse mix of flora in balcony and front yard spaces, ranging from red and garden roses to Aloe vera, hybrid vegetables, and fruit plants.
Floriculture Urban Gardening
Active & Digital
Sports & Gaming
Balancing physical endurance in cricket, soccer, badminton, and swimming with strategic digital gaming, including online multiplayer, 1st/3rd person adventures, and life simulations.
Physical Sports Simulation Games
Creative
Arts & Crafts
Exploring visual arts through pencil sketching, water and oil painting, alongside hands-on crafting of custom cards and household decor items.
Pencil Sketch Oil Painting DIY Decor