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
Tanjim Mahbub
Electrical Engineer × Software Builder × ML Researcher
Before graduation, I've built systems for international clients, researched machine learning, and engineered across hardware and software.
- Freelance Work
- Paid clients across multiple countries
- Grameenphone Academy
- Top 10 of 200+ nationally
- IEEE MATLAB Codesprint
- 1st Place, Senior Segment
- Datavvy, New York
- Remote internship
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
- Study
- Completing final year, EEE at IUT
- Research
- Bangla Medical NLP thesis
- Next Step
- Exploring graduate roles across engineering, technology, analytics, and business operations
- Available For
- Selective freelance technical work
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
Six systems, four disciplines.
International Client Websites
Business websites delivered independently for international and local clients — full lifecycle, requirements through handover.
WordPress · WooCommerce · Elementor · cPanel
Compliance Mediation Services
An ADA-compliant corporate website built for a U.S. mediation practice, engineered to accessibility standards throughout.
WordPress · Elementor · Accessibility (ADA/WCAG)
More Builds
Helmet Detection — YOLOv8
Object-detection model trained to identify helmet usage for safety-monitoring use cases.
Gas Leakage Detector — ESP32
Kitchen safety system with live monitoring and automated email alerts when gas levels cross a set threshold.
8-bit SAP Computer
Full ALU, registers, and instruction cycle, designed from scratch.
Experience
A working chronology.
2024—Present
Independent Technical Consultant
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.
May–Jul 2025
Web Designer Intern
Datavvy · New York, USA (Remote)
Designed and shipped client websites within a remote, international team, coordinating across time zones.
2024–2025
Junior Executive
IEEE IUT Student Branch · Dhaka
Coordinated faculty, external partners, and 300+ members to run technical seminars and competitions.
Achievements
Measured against real competition.
February 2026
Top Performer — Grameenphone Academy
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
Champion — MATLAB Codesprint
IEEE IUT Student Branch · Intra IUT EEE Day 2025
1st place, senior segment, against engineering peers under strict time pressure.
2024 – 2025
Junior Executive — IEEE IUT Student Branch
Executive Committee
Coordinated faculty, partners, and 300+ members to run technical seminars and competitions.
Research
Undergraduate Thesis
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.
- Field
- Natural Language Processing
- Method
- Cross-lingual transfer learning
- Domain
- Low-resource Bangla, medical text
- Status
- In progress
Recent Code
From the repository.
bangla-medical-nlp
Cross-lingual transformer research for Bangla medical NLP
Python · not public
helmet-detection-yolov8
Computer vision safety detection using YOLOv8
Python · not public
esp32-gas-detector
Embedded IoT monitoring and alert system
C++ · not public
Contact
Open to graduate roles in engineering, technology, and business — and ambitious projects.
I read every message myself.