Experience

Research Experience

Research Assistant

Bangladesh Computational Social Science Lab

Jan 2021 - Present Remote

PI: Dr. Nur Ahmed, Digital Fellow at MIT, Assistant Professor at University of Arkansas.

Developed and fine-tuned ensemble machine learning model combining XGBoost and SciBERT to classify over 6 million research papers.
Pre-processed, manually validated, visualized and analyzed semantic properties (similarity analysis, clustering, topic modeling) of over 10 million patents and research papers.
Led teams of 3-7 members on different projects, coordinating with the PI and other RAs.

Research Assistant

YL Research Lab, RUET

Oct 2022 - Sep 2023 Rajshahi, Bangladesh

PI: Azmain Yakin Srizon, Assistant Professor at RUET

Collected, pre-processed, manually validated, visualized, and conducted regression analysis on word embeddings to analyze temporal shifts in word association based on contexts using over 8 million Twitter data. [GitHub]
Benchmarked textual similarity measuring algorithms on low-resource languages, using over 6,500 news articles in Sinhalese language. [GitHub]

Software Engineer

Pridesys IT Ltd.

Oct 2023 - Present Dhaka, Bangladesh

Contributed to the migration of a legacy desktop-based custom ERP solution into a modern, scalable, and user-centric web application, that currently automates country's leading RMG groups and govt. organizations.
Tech stack: JavaScript, Angular, Java, Spring Boot