MD. MASUD RANA
Full-Stack Developer · ML Researcher · Computer Vision
Building intelligent, data-driven applications that bridge the gap between complex research and real-world software.
Turning Data
Into Intelligence
I'm a Computer Science student and developer dedicated to building intelligent, data-driven applications that bridge the gap between complex research and user-friendly software.
Currently focusing on deep learning in medical diagnostics and smart agriculture. When not training models, I'm contributing to open-source or analyzing global digital trends.
Research &
Projects
Intersection of research
and real-world impact.
Breast Cancer Detection
YOLOv11 · Medical AI Research
Automated AI pipeline to detect breast cancer tumors in MRI scans using YOLOv11 architecture. Trained on the Duke Breast Cancer MRI Dataset. Achieved mAP@50: 0.917 · Precision: 0.981 · Recall: 0.812. Acts as a diagnostic assistant providing second-opinion overlays.
Tree Plantation Tracker
Django · Social Platform
Django-based social platform for tracking tree plantation activities. Users can register, share trees, react, comment, and manage profiles in a real-time interactive feed. Built with AJAX for zero page-reload interactions.
This Portfolio
Next.js · Cinematic Design
Ayaz-style cinematic portfolio built from scratch. Features a GSAP vault-door preloader, magnetic custom cursor, 3D tilt bento grid, smooth Lenis scroll, and a secret-lab dark aesthetic.
The Lab
Intelligence
"Reducing false negatives in early-stage breast cancer diagnosis using deep learning on MRI data."
— Md. Masud Rana · 2024
Breast Cancer Detection
YOLOv11 · Duke MRI Dataset · 1,007 Slices
Mean Average Precision — model correctly identifies tumors
When AI predicts a tumor, it is 98.1% likely to be correct
Sensitivity — AI detects 81.2% of all tumors in the test set
Education
& Training
2012 — 2019
Purbo Khuksia High School
Dhaka, Bangladesh
Secondary School Certificate
SSC · Science
2019 — 2021
Ullapara Science College
Sirajganj, Bangladesh
Higher Secondary Certificate
HSC · Science
2023 — Present
International University of Business Agriculture and Technology
Dhaka, Bangladesh
Bachelor of Science
BSc · Computer Science & Engineering
Let's Connect
Open to research collaborations, full-stack projects, and ML engineering opportunities. Based in Dhaka, Bangladesh. Response within 24 hours.
Open to remote research collaborations, ML engineering roles, and full-stack freelance projects. Currently based in Dhaka, Bangladesh.