Welcome!

• Graduate Research Assistant, North Carolina State University.                                       Jan 2024 – Current

  1. 1. • Develop methodological training materials to support research work of medical practitioners with electronic health records (EHR).

        • Apply federated learning to understand students’ interaction patterns and knowledge progression with a focus on privacy and personalization. 

        • Explore adaptation of LLM-based methods in programming education, e.g., RAG, few-shot learning, RLHF and chain-of-thoughts.

        • Investigate student learning behavior across semesters and measure their course success or learning gains based on activity log data. 

        • Analyze social learning networks and mine students' interaction data to help categorize students in classrooms with explainable insights.

        • Explore multimodal data to link student collaboration behavior in pairs/teams with their learning progress.

        • Applied self-regulated learning as a tool to find students’ struggle points in CS education using multimodal data.

• Machine Learning Engineer Intern, Rocket Central, Detroit, Michigan, USA.           May 2023 – Aug 2023

Mentor: Matthew Rutkowski Manager: Zachary Bloss 

• 1. 1. • Set up an MLOps deployment pipeline. Tools used: mlflow (to store metadata about the models and the dataset), CircleCI (for continuous integration in the testing environment), and AWS Athena (to query the raw dataset), among others. 

        • Collaborated with data scientists and ethical AI testers to make the deployment error-free and less biased with different datasets and problem statements. 

        • Documented ML model deployment workflow and data drift detection use cases.  

• Graduate Teaching Assistant, North Carolina State University and Clemson University.     Jan 2019 – Dec 2023

  1. 1. • Taught undergraduate- and graduate-level courses: Object Oriented Programming (with C/C++), Data Science (with Python), Machine Learning, Computer Networks, Database Design, Human-Computer Interaction, Ethics in Computing, Algorithms and Software Engineering (with Java).

        • Supported 150+ students through active lab sessions, office hours, and executing grading responsibilities.

        • Assisted the faculties with course logistics.

        • Created homework problems for undergraduate and graduate-level courses.

        • Served as a head TA of a large Algorithms course consisting of undergrad and graduate-level students. 

• Summer Instructor, North Carolina State University.                               May 2022 – Aug 2022

  1. 1. • Coordinated a full-fledged course in C language for Sophomore level students and managed TAs.  

• Lecturer, Southeast University, Dhaka, Bangladesh.                   May 2018 – Nov 2018

  1. 1. • Taught undergraduate-level courses: Database Design, C, and Software Engineering. 

        • Served as a committee member of bachelor’s thesis of three students.

• Junior Software Engineer, REVE Systems, Dhaka, Bangladesh.                                                     Nov 2017 – May 2018

    Team Lead: Mohammad Aftab Uddin

• 1. 1. • Developed enterprise application using Java codebase hands-on and maintained database. 

        • Executed the full-stack developer role by contributing to both SpringBoot coding and HTML/CSS implementation.

        • Coordinated with clients, which included taking notes as a team member and following up with project plans.