About Me
Passionate and driven researcher and educator in Computer Science, specializing in Machine Learning, Natural Language Processing, and Generative AI. Currently pursuing a Master’s in Artificial Intelligence Systems at the University of Trento, with a strong foundation in both theoretical and applied AI. Published author in international journals and conferences, with a track record of innovative research, software development, and mentoring students in academic and technical domains.
Education
American International University-Bangladesh
Bachelor in Computer Science and Engineering (Jan 2020 – Mar 2024, CGPA: 3.96)
Bachelor in Computer Science and Engineering (Jan 2020 – Mar 2024, CGPA: 3.96)
Work Experience
Uttara University
Lecturer (Adj.) (Aug 2024 – Sep 2025)
Lecturer (Adj.) (Aug 2024 – Sep 2025)
Lectures, course material, assessment, mentoring, curriculum enhancement, integrating technology for learning in the dept. of CSE.
ELITE Research Lab PLC
Lead Researcher (Feb 2024 – Oct 2025)
Lead Researcher (Feb 2024 – Oct 2025)
Research on NLP and LLMs, developing ML models, publications, academic and AI-driven projects.
American International University-Bangladesh
Research Assistant (Aug 2023 – Jan 2024)
Research Assistant (Aug 2023 – Jan 2024)
Projects on ML and NLP, data analysis, model development, academic publications.
Publications
- Unlocking Sentiment Analysis Potential for Low-Resource Bangla Language by Fine-Tuning LLaMA Model
- A Comprehensive Approach to Deepfake Audio Detection: Using Feature Fusion and Deep Learning
- From Pixels to Diagnosis: An Innovative EfficientNetB3 Approach for Interpreting Lung and Colon Cancer Histopathology
- Explainable English Hate Speech Detection: A Custom BiLSTM Model with LIME for Multilabel Classification
- Towards Interpretable Emotion Classification in Bangla: A Hybrid Deep Learning Approach with Explainable AI
- Acoustic Analysis of Speech for Gender and Age Classification Using CNN and Machine Learning Techniques
- Generative AI for Programming Education: Can ChatGPT Facilitate the Acquisition of Fundamental Programming Skills for Novices?
- MultiLangMemeNet: A Unified Multimodal Approach for Cross-Lingual Meme Sentiment Analysis
- Console Log Explainer: A Framework for Generating Automated Explanations using LLM
- A proposed framework for achieving higher levels of outcome-based learning using generative AI in education
- The Generative AI Landscape in Education: Mapping the Terrain of Opportunities, Challenges and Student Perception
- Performance analysis of YOLO architectures for surgical waste detection in post-COVID-19 medical waste management
- Enriching the Learning Process with Generative AI: A Proposed Framework to Cultivate Critical Thinking in Higher Education using ChatGPT
- Potentiality of generative AI tools in higher education: Evaluating ChatGPT's viability as a teaching assistant for introductory programming courses
- PAIGE: A Generative AI-based Framework for Promoting Assignment Integrity in Higher Education
- Mining User Opinions: A Balanced Bangla Sentiment Analysis Dataset for E-Commerce
- Advancement in Bangla Sentiment Analysis: A Comparative Study of Transformer Based and Transfer Learning Models for E-commerce Sentiment Classification
- Binary vs. Multiclass Sentiment Classification for Bangla E-commerce Product Reviews: A Comparative Analysis of Machine Learning Models
Achievements
- UniTrento Scholarship for Full Funded Master's in AIS – University of Trento, Fall-2025
- Summa Cum Laude Award for Academic Excellence – American International University-Bangladesh, February 2025
- Dean's Honor List – American International University-Bangladesh, August 2023 (four consecutive semesters)
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