Technically rigorous Analyst candidate with a proven aptitude for engineering complex logic systems. Proficient in manipulating high-dimensional data through advanced Reinforcement Learning and AI development. Adept at transforming raw technical requirements into scalable solutions using Java, Python, and C#. Capitalizing on a strong background in Android and game simulation to bring a unique, problem-solving perspective to data visualization, pipeline automation, and statistical analysis.
CGPA 3.89 / 4.00
Science
GPA 5.00 / 5.00
AIUB Computer Club
American International University-Bangladesh
Won 1st Runner-Up at AIUB CS Fest 2024 (App Showcasing) by creating a simple game, while meeting new people, learning new skills, and enjoying the competitive experience.
This work explores fine-tuning large language models (LLMs) and domain-specific Medical BERT architectures for multi-label adverse drug reaction (ADR) classification beyond traditional named entity recognition (NER). Using the PsyTAR dataset, we present a comparative benchmark analyzing performance, generalization, and clinical relevance. This study will be published as a book chapter with Taylor & Francis.
Conducted statistical analysis to study emerging issues under changing climatic scenarios, enhancing data interpretation and analytical skills.
Developed an optimized, cross-platform web scraping system using Python and Scrapy to collect and clean news articles from major Bangladeshi newspapers. Implemented high-performance batch runners, date-range filtering, logging, monitoring, and automated data export to Excel/CSV with a unified database design.
Developed a C#-based Pharmacy Management System with an MSSQL database and Guna UI framework, enabling efficient management of medicines, sales, inventory, and user records through a responsive and user-friendly interface.
Developed a Java-based Student Management System using MySQL, implementing MVC architecture, DAO layer, connection pooling, and configuration management. Ensured system reliability with JUnit 5 testing and optimized performance through efficient database handling and multithreading.
Developed a Java-based hotel management system applying object-oriented programming principles, featuring room management, check-in/check-out processes, user interfaces, and digital payment integration.
General Member of American Spaces, an open-access learning and gathering platform that promotes interaction between local communities and the United States, where I continuously learn new skills and ideas.