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.
Grapheme Detection System
Developed a system to detect Bangla handwritten graphemes using VGG-19.
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Bangla Clickbait Detection
Developed an advanced clickbait detection system using Transformer models and Explainable AI techniques for Bangla content, improving content quality assessment.
Fake News Detection
Created a robust machine learning system to identify and classify fake news articles, implementing various ML algorithms and natural language processing techniques.
Book Recommendation System
Engineered a personalized book recommendation system using collaborative filtering and content-based machine learning algorithms to suggest relevant books to users.
Bangla Punctuation Restoration
Developed a transformer-based system for automatically restoring punctuation in Bangla text, improving readability and natural language processing capabilities.