Compared RNN, LSTM, and GRU models on IMDb Movie Review data. Utilized GloVe vectorizer for enhanced semantic understanding, improving accuracy and sentiment analysis. Leveraged skills in NLP, Machine Learning, LSTM, GRU, Data Analysis, Data Processing, and Data Visualization.
Researched automated Bangla text comprehension using RoBERTa, Bangla-BERT, and BERT Base models. Evaluated 3,000 NCTB textbook instances, with Bangla-BERT achieving the highest F1 Score. Leveraged skills in NLP, Deep Learning, Machine Learning, and Dataset analysis to inform future educational assessment advancements
Conducted a comprehensive survey of Bangla QA research papers to explore current directions and trends in the field. Utilized skills in Natural Language Processing (NLP) and Machine Learning to analyze and synthesize findings.
Developed the design and prototyping of a health insurance and treatment app using Figma, accompanied by SRS documentation. Utilized SDLC, Software Project Management, UML, Activity Diagrams, Data-flow Diagrams, Sequence Diagrams, User Interface Design, and Feasibility Studies. Managed software deployment and design for comprehensive project execution.
