Live
Bangla NER classifier
State-of-the-art Bangla named entity recogniser serving 10 entity classes at 90.49% macro F1, deployed with FastAPI and TensorRT for the national Bangla corpus platform.
- PyTorch
- XLM-RoBERTa
- FastAPI
- TensorRT
- Node.js
Projects
Things I have built and shipped. Where a live version exists, the card links to it.
Live
Bangla question answering
Extractive QA for Bangla. Given a passage and a question it returns the answer span, reaching 83.71% F1 on SQuAD-bn, 6 points above the previous best.
- PyTorch
- T5
- FastAPI
- TensorRT
- Node.js
Archived
Bangla clickbait detector
Demo app from the BanglaBait research. Paste a Bangla headline and it tells you whether it is clickbait, with a probability score, using a transformer trained in a GAN framework.
- PyTorch
- Streamlit
- Node.js
Archived
Bangla headline categoriser
Classifies Bangla news headlines into eight categories (economy, education, entertainment, politics, international, sports, national, science & technology) with a Bangla ELECTRA model.
- PyTorch
- Bangla ELECTRA
- Streamlit
- Node.js
Archived
EBRAC online learning platform
Course platform where instructors publish content, enrol students, write questions and run quizzes, and students follow courses, sit exams and see results.
- Django
- Bootstrap
- Node.js
