About
Self-driven and passionate PhD student in Computer Science at Stony Brook University, specializing in large language models, population-level embeddings, NLP, machine learning, and data science. Extensive teaching and research experience across academia, including faculty roles and contributions in Bangladesh and the US.
Work
Stony Brook, New York, US
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Summary
Developing large language models on Netherlands life‑course registry data to learn rich population‑level embeddings for improved performance on diverse downstream prediction tasks; designing and evaluating temporal, demographic, and behavioral representations to support research in population dynamics, health, education, and socio‑economic forecasting. Research supervised by Steven Skiena.
Highlights
Developed LLM-based embeddings for multi-domain prediction on registry data
Contributed to representation learning in population dynamics and socio‑economic forecasting
Stony Brook, New York, US
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Summary
Assisted in course delivery, answered student queries, and guided students through systems programming concepts.
Highlights
Supported student learning in systems programming
Facilitated coursework understanding
Sylhet, Sylhet Division, Bangladesh
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Summary
Served as Assistant Professor in CSE, teaching programming, AI, cloud computing, competitive programming and more; held departmental leadership roles in committees, curriculum, admissions, competitive programming, and digitization projects.
Highlights
Taught courses: programming (C/C++, Python), data structures, AI, cloud computing, web engineering, advanced DB systems, competitive programming
Chairman and member of exam and curriculum committees
Lead coach for competitive programming wing; supervising and managing undergraduate programs
Led digitization project Total SUST and technical staff recruitment exams
Denton, Texas, US
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Summary
Worked in the Security and Cognitive Recommender Systems (SCORE) Lab and coordinated the PERFECT project: cybersecurity training for high school students.
Highlights
Member of SCORE Lab focusing on cybersecurity research
Coordinated PERFECT project for STEM cybersecurity education
Sylhet, Sylhet Division, Bangladesh
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Summary
Taught core CSE subjects and contributed to departmental academic and administrative functions.
Highlights
Delivered introductory and advanced courses in computing
Supported admission test technical sub-committee and project supervision
Education
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PhD (transferred)
Information Science (Data Science)
Grade: 4.00 / 4.00
Courses
Seminar in Information Science (INFO 6000)
Research Methodology in Information Science (INFO 6940)
Seminar in Communication and Use of Information (INFO 6700)
Trends and Issues in Information Science (INFO 6945)
Skills
Programming Languages
Python, C++, Java, Google Script, MATLAB, Assembly, JavaScript, HTML5, PHP, CSS3, LaTeX.
Databases
MySQL, PostgreSQL, MongoDB, SQLite, Oracle SQL, MS Access.
Libraries & Frameworks
TensorFlow, PyTorch, NumPy, Pandas, scikit-learn, Seaborn, Matplotlib, NLTK, Tableau, D3.js.
Tools & Technologies
Git, Ubuntu, Docker, Kubernetes, AWS, Heroku, Jupyter Notebook, Anaconda, SPSS, CodeIgniter, VS Code, Sublime Text.