Bangla Medical NLP
Adapting multilingual transformer models to identify diseases, drugs, and symptoms in low-resource Bangla clinical text.
Python · Transformers · Transfer Learning · NER
Gazipur, Dhaka — Bangladesh
Electrical Engineer × Software Builder × ML Researcher
Before graduation, I've built systems for international clients, researched machine learning, and engineered across hardware and software.
About
I'm a final-year Electrical & Electronic Engineering student at the Islamic University of Technology (IUT), one of Bangladesh's leading engineering institutions. I treat every problem like a circuit: define the inputs, respect the constraints, build something that holds up under real conditions.
Before graduating, I'd already delivered paid freelance work for international clients, interned remotely with a New York company, and started research on a problem nobody had solved for my language.
I don't separate engineering from building. Same discipline, different materials.
Current Focus
How I Work
I care less about ideas and more about execution.
Technical skill means very little if you can't build reliably under real constraints — a deadline, a client, a dataset that doesn't cooperate. That belief shapes how I approach engineering, software, and research.
Engineering is execution under constraints.
Selected Work
Adapting multilingual transformer models to identify diseases, drugs, and symptoms in low-resource Bangla clinical text.
Python · Transformers · Transfer Learning · NER
Business websites delivered independently for international and local clients — full lifecycle, requirements through handover.
WordPress · WooCommerce · Elementor · cPanel
An ADA-compliant corporate website built for a U.S. mediation practice, engineered to accessibility standards throughout.
WordPress · Elementor · Accessibility (ADA/WCAG)
More Builds
Experience
Upwork & Direct Clients · Remote, Dhaka
Own full project lifecycles for international clients — requirements through deployment — with a complete on-time delivery record and $1,200+ in revenue.
Datavvy · New York, USA (Remote)
Designed and shipped client websites within a remote, international team, coordinating across time zones.
IEEE IUT Student Branch · Dhaka
Coordinated faculty, external partners, and 300+ members to run technical seminars and competitions.
Achievements
February 2026
Freelancing Factory Program
Top 10 (highest earner) among 200+ participants in an 8-month national program. 1st in mid-terms, 2nd in finals. Certificate presented directly by Yasir Azman, CEO of Grameenphone.
August 2025
IEEE IUT Student Branch · Intra IUT EEE Day 2025
1st place, senior segment, against engineering peers under strict time pressure.
2024 – 2025
Executive Committee
Coordinated faculty, partners, and 300+ members to run technical seminars and competitions.
Research
Domain-Adaptive Cross-Lingual Transfer for Low-Resource Bangla Medical Named Entity Recognition
Islamic University of Technology (IUT) · 2025 – Present
Bangla has almost no labeled medical text. My thesis adapts multilingual transformer models to recognize diseases, drugs, and symptoms in Bangla clinical text — making healthcare AI work for a language it currently ignores.
Contact
I read every message myself.