Computer Science & Engineering graduate building interpretable AI systems, research-led products, and practical software.
I am a CSE graduate from East West University, with a major in Data Science and a research focus on explainable artificial intelligence. I care about systems that do more than produce an answer: they should expose useful evidence, respect their users, and hold up outside a notebook.
- Published 4 peer-reviewed conference papers across explainable AI, computer vision, agricultural intelligence, and environmental forecasting
- First author of a Swin Transformer study on rare and endangered medicinal plant classification
- Building across the full path from model experimentation and analysis to databases, interfaces, deployment, and documentation
- Open to opportunities in Data Science, Machine Learning, and AI Engineering
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An explainable fetal-health classification application that turns LightGBM predictions into interpretable evidence through LIME.
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A bilingual mosque platform with a public website and management dashboard for prayer schedules, community records, donations, finance, and daily operations.
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A privacy-first wellbeing journal with time tracking, grounded AI reflections, opt-in Circles, realtime presence, and Row Level Security.
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A private, installable reading tracker for books, sessions, rereads, quotes, goals, and statistics, with LitShelves for cataloguing a physical book collection.
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Research & publications
| Role | Publication | Venue |
|---|---|---|
| First author | REMP: A Swin Transformer-Powered Approach to Classifying Rare and Endangered Medicinal Plants | IEEE QPAIN 2025 |
| Second author | Explainable Deep Learning Paradigms for Nitrogen Deficiency Detection | IEEE ICCIT 2025 |
| Co-author | Detection of Lemon Leaf Diseases Using Inception V3-Based Machine Learning Model | Springer LNNS |
| Co-author | Forecasting Air Quality: A Comprehensive Survey of Air Pollution Prediction Methods and Applications | Springer LNNS |
Technical toolkit
Languages & engineering
Machine learning & analysis
Product & infrastructure
I have supported science and community initiatives through the Bangladesh Physics Olympiad — Bogra Region (2024–2025) and Volunteer for Bangladesh. I value work that improves understanding, invites collaboration, and remains useful after the demo ends.
Dhaka, Bangladesh · sabit-al-alfi-portfolio.vercel.app