Samin Sadaf
AI Researcher & Builder
Dhaka, Bangladeshmd.saminsadaf@gmail.com01847309297GitHubHugging Face
Summary
AI researcher and builder working on applied deep learning, most recently computer vision for agricultural disease detection. Software engineering graduate with a focus on evaluation that can be reproduced: documented data, honest splits, and results reported as they are.
Education
BSc in Software Engineering
Graduated June 2026
Daffodil International University · Dhaka, Bangladesh
Thesis: Corn Leaf Disease Detection Using Deep Learning.
Research
Corn Leaf Disease Detection Using Deep Learning
Undergraduate thesis · 2026
A comparative study of DenseNet121 and EfficientNet-B0 for classifying corn leaf disease from images, developed as my thesis at Daffodil International University.
DenseNet121 · EfficientNet-B0 · Transfer learning
- Agricultural computer vision — Disease detection from leaf imagery, where lighting, background and class imbalance are the real difficulty.
- Evaluation under uncertainty — Per-class reporting, calibration and split hygiene — what decides whether an accuracy figure means anything.
- Efficient transfer learning — What a pretrained backbone buys when compute and labelled data are both limited.
Technical skills
- Languages
- Python, TypeScript, JavaScript, SQL
- Research methods
- Transfer learning, Image classification, Data preprocessing, Evaluation design
- Web engineering
- Astro, Django, Tailwind CSS, REST APIs
- Environment
- Git, Linux, Jupyter
Publications
None yet — no peer-reviewed papers have been published.
saminsadaf22.github.io · Updated November 2026