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Hi, I'm Mahfuzur Rahman Shanto
I build reliable, optimized machine learning/Deep learning solutions that make technology more human.
Final-year Software Engineering student at Daffodil International University. ML researcher passionate about explainable AI, medical AI, and NLP.
"1% better every day" 🚀
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Featured Projects
Here are some of my key projects that showcase my skills in machine learning, web development, and software engineering.
DengueStackX-19: Explainable AI for Dengue Diagnosis
Developed an interpretable machine-learning model for dengue diagnosis, achieving 96.38% accuracy using SMOTEENN sampling and explaining predictions with SHAP/LIME. Published in Healthcare Analytics (Elsevier Q1 journal).
96.38%
Accuracy
Q1
Journal
Personalized E-Learning Platform
An AI-powered e-learning platform with personalized feedback and gamification features, built with Django and React to deliver adaptive learning experiences.
AI
Powered
Blog API
A RESTful API built with FastAPI, MySQL, and Pydantic for CRUD blogging operations with authentication and validation.
Library Management System
A comprehensive Java/Spring application for managing book lending, user accounts, and due date tracking with an intuitive interface.
Discord Bot
A fun Python Discord bot that fetches random memes from Reddit, demonstrating API integration and bot development skills.
About Me
Mahfuz
Software Engineer & ML Researcher
TECH STACK
My Journey
I started off with a programming background, focusing on algorithms and competitive programming. Later, I discovered a passion for machine learning and research, particularly in explainable AI and medical applications. My dev background helps me balance innovative research with a healthy appreciation for building practical, impactful solutions.
Teaching & Community
As a Trainer at ACM Wing (DIUSEC), I've taught C programming and problem-solving to over 500 students. I also founded SPC Academy, an EdTech platform delivering innovative ICT education in Bangladesh. I serve as Office Assistant and ACM Secretary for DIU's Software Engineering Club.
Certifications
- ML Specialization (Coursera)
- Legend of Python (Codedex)
- Git & GitHub Bootcamp (Udemy)
B.Sc. in Software Engineering
Daffodil International University • Jan 2022 – Dec 2025
CGPA: 3.70/4.0
Coursework: OOP, Databases, Data Structures, Operating Systems, AI, Machine Learning