- Generative and Agentic AI, and Deep learning based Software Development and AI Applications
- Natural Language Processing (Analysis, LLMs, Multimodal, Generation, Summarization, conversation,
Q-A,Retrieval Augmented Generation (RAG))
- Healthcare Informatics
- Computer Vision (Classification, Detection, Segmentation, Genera
tion, Multimodel)
- Cyber Security
- Artificial Intelligence for Software Engineering and Development
Research Experience
Undergraduate Research Assistant (Part-Time), Mar. 2020 - Jan. 2021
(Advisor: Md Hasnat Riaz, Assistant Professor, Department of CSTE, NSTU)
- Collaborated with research projects by coding, writing, and mentoring juniors.
- Developed and implemented research plans and methodologies to achieve project goals and objectives.
- Conducted data collection, analysis, and utilized statistical tools.
- Assisted in literature reviews and research support.
- Attended conferences, workshops and presented there our research work.
- Undergraduate Thesis: Android Malware Detection System: A Machine Learning and Deep Learning based Multilayered Approach
Research Collaboration
Software Engineer and Researcher
- Collaborating with the lead researcher and fellow team members in the areas of machine learning, deep learning, artificial intelligence, NLP, and LLMs.
- Engaging in active knowledge sharing, contributing to research discussions, and assisting in the development of innovative solutions.
- Contributing to the team’s collective expertise and driving research advancements in these domains.
- Attending many Kaggle Competition, Working with LLMs in Hugging face, Fine tuning, and training models.