Curriculum Vitae

InfinitiBit · Dhaka, Bangladesh (On-site)

• •Architected a dual-layer memory system for context-aware agent behaviour
• •Built a persistent memory layer backed by SQLite for long-term knowledge retention and retrieval across agent sessions
• •Developed an in-memory storage layer for transient, session-scoped context, enabling low-latency access to short-lived working memory during agent reasoning

ELITE Research Lab LLC · NY, USA (Remote)

• •Developed a transfer learning-based deep learning pipeline for automated melanoma classification from dermoscopic images
• •Conducted extensive experiments across multiple transfer learning strategies and backbone networks under class-imbalanced conditions

Hanyang University · Seoul, South Korea (Remote)

• •Conducted extensive research on self-supervised learning and its impact on enhancing machine learning model performance
• •Analyzed and evaluated the effectiveness of self-supervised learning techniques against state-of-the-art solutions

Universiti Brunei Darussalam · Gadong, Brunei (Remote)

• •Initialized a remote sensing research project and completed and published it at a high-quality IEEE conference
• •Performed comparative analysis of state-of-the-art remote sensing machine learning models