Projects
Explore my portfolio of innovative projects and solutions.
Bangla News Summarization using LLM
Implemented and fine-tuned large language models for Bangla news summarization.
PythonPyTorchHugging FaceStreamlit
Grapheme Detection System
Developed a system to detect Bangla handwritten graphemes using VGG-19.
PythonPyTorchOpenCVVGG-19
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Bangla Clickbait Detection
Developed an advanced clickbait detection system using Transformer models and Explainable AI techniques for Bangla content.
PythonPyTorchTransformersStreamlit
Fake News Detection
Created a robust machine learning system to identify and classify fake news articles using traditional ML and NLP techniques.
PythonScikit-learnNLPPandas
Book Recommendation System
Engineered a personalized book recommendation system with collaborative filtering and content-based methods.
PythonScikit-learnPandasNumpy
Bangla Punctuation Restoration
Developed a transformer-based system for automatically restoring punctuation in Bangla text.
PythonPyTorchTransformersHugging Face