Md. Rezuwan Hassan

Md. Rezuwan Hassan

Sr. Technical Project Manager @ SysModeler, Inc.AI EngineerBengali NLP & Speech researcherA researcher by day, an engineer by night, and an artist all the way.

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Pages

Posts

portfolio

ChemQuery — Learn Molecules Easily

Open-Source Tools · Education

Free, open-source chemistry learning tool powered by PubChem & PubChemPy. Designed for students, teachers, and curious minds.

Code Demo
Open-Source ToolsGradioHugging FaceChemistry Education

Background Remover

Open-Source Tools · Computer Vision

Open-source background removal tool built with Python, Gradio, and Hugging Face. Simple, fast, and free to use.

Code Demo
Open-Source ToolsComputer VisionGradioHugging Face

Automatic Bengali Transcription System

Bangla NLP · Speech Recognition

Robust Bangla ASR system using Whisper; deployment targets a web interface generating CSV/Excel outputs from audio inputs.

Code
Bangla NLPSpeech NLPWhisperASR

Multi-label Film Genre Classifier

NLP · Text Classification · Production Deployment

Scraped movie/TV data, fine-tuned RoBERTa for multi-label genre classification, converted to ONNX, deployed via Flask on Hugging Face Space and Render.

Code Demo
NLPText ClassificationRoBERTaONNX

Parrot Species Classifier

Computer Vision · Web Scraping

Fine-tuned a fast.ai classifier achieving 93% accuracy across 60 parrot species; deployed via Hugging Face API integrated into a custom website.

Code Demo
Computer Visionfast.aiWeb ScrapingHugging Face

Road Object Detection with YOLOv8

Computer Vision · YOLOv8

Fine-tuned YOLOv8n on a custom Bangladeshi road dataset; detects vehicles, pedestrians, and signboards. Deployed on Hugging Face Spaces (Streamlit).

Code Demo
Computer VisionYOLOv8RoboflowStreamlit

Bangla Satirical Chatbot — Unmad Style (USB)

Bangla NLP · RAG · HCI

A RAG-powered Bangla satire chatbot inspired by Unmad magazine — retrieves snippets from a knowledge base and responds with humorous, exaggerated witty satire.

Code Demo
Bangla NLPRAGLarge Language ModelsHuman-Computer Interaction

Titanic EDA and Survival Prediction

Machine Learning · EDA

Exploratory data analysis of Titanic passenger data; survival prediction using multiple ML algorithms (age, class, gender).

Code
Machine LearningExploratory Data Analysisscikit-learn

publications

Bengali IPA transcription table

IPA Transcription of Bengali Texts

Kanij Fatema, Fazle Dawood Haider, Nirzona Ferdousi Turpa, Azmol Hossain, Sourav Ahmed, Navid Hasan, Mohammad Akhlaqur Rahman, Biplab Kumar Sarkar, Afrar Jahin, Md. Rezuwan Hassan, Md Foriduzzaman Zihad, Rubayet Sabbir Faruque, Asif Sushmit, Mashrur Imtiaz, Farig Sadeque, Syed Shahrier Rahman
Published in OpenReview, 2024, 2024

Paper
ASR foundation model generalisation

Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages?

Tawsif Tashwar Dipto, Azmol Hossain, Rubayet Sabbir Faruque, Md. Rezuwan Hassan, Kanij Fatema, Tanmoy Shome, Ruwad Naswan, Md. Foriduzzaman Zihad, Mohaymen Ul Anam, Nazia Tasnim, Hasan Mahmud, Md Kamrul Hasan, Md. Mehedi Hasan Shawon, Farig Sadeque, Tahsin Reasat
Published in 2025 Association for Computational Linguistics – International Joint Conference on Natural Language Processing (AACL-IJCNLP), 2025

Paper Poster
Bangla dialect translation benchmark

Meaning Over Morphology: A Multi-Metric Benchmark of LLMs for Bangla Dialect Translation

Soumik Deb Niloy, Subhey Sadi Rahman, Mahbub E Sobhani, Golam Rabiul Alam, Farig Sadeque, Md. Rezuwan Hassan
Published in DialRes Workshop, Language Resources and Evaluation Conference (LREC), 2026, 2026

A multi-metric benchmark of large language models on Bangla dialect translation, published at the DialRes workshop, LREC 2026.

Recommended citation: Niloy, S. D., Rahman, S. S., Sobhani, M. E., Alam, G. R., Sadeque, F., & Hassan, M. R. (2026). "Meaning Over Morphology: A Multi-Metric Benchmark of LLMs for Bangla Dialect Translation." DialRes Workshop, LREC 2026.
Paper

talks

teaching