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04 / Experience

A trajectory through academic practice.

Academic appointments and applied system development, teaching and mentorship, professional training across the United States and Bangladesh.

6 appointments · 9 teaching and mentorship records · 3 training records

Appointments

Research, systems, and university teaching.

A01

August 2026-Present

Research Assistant Professor

Department of Computer Science Marquette University, Milwaukee, WI, USA
  • Research on AI-driven, non-invasive mHealth platforms and cognitive signal analysis (EEG/BCI) across externally funded (NIH, NSF, AHA) projects — Ubicomp Lab.
  • Grant proposal development and funding support, and mentoring of graduate, undergraduate, and high school student researchers.
A02

August 2024-August 2026

Graduate Research Assistant

Ubicomp Lab, Department of Computer Science, and Baker Lab, Department of Biomedical Sciences Marquette University, Milwaukee, WI, USA
  • Data analysis and modeling across multiple externally funded projects (NIH, NSF, AHA) focused on AI-driven physiological and biomedical signal processing — Ubicomp Lab.
  • Design and evaluation of machine learning and signal-processing pipelines for non-invasive sensing and mobile health platforms — Ubicomp Lab.
  • Development and validation of agentic AI models for general classification problems related to human brain mapping and cognitive signal analysis — Baker Lab.
  • Computational and statistical analysis of rodent (rat) experimental data to study drug-induced neural and behavioral effects — Baker Lab.
A03

January 2021-August 2024

Graduate Research Assistant

Ubicomp Lab, Department of Computer Science
  • Marquette University, Milwaukee, WI, USA
  • Data analysis in different funded (by NIH, NSF, and etc.) project under ubicomp lab
  • Developing and investigating different funded (by NIH, NSF, and etc.) project under ubicomp lab
A04

May 2025- July 2025

System Development Intern

Ubitrix International
  • Milwaukee, WI, USA
  • System development for NIH-funded project (Grant Number: 1R41DC022209-01), mVOR: An mHealth Approach to the Clinical Assessment of Gaze Stability and Telerehabilitation of Vestibular Dysfunction
  • Contributed to software design, implementation of mHealth features, and statistical analysis for system validation
A05

May 2023- July 2023

Curriculum Development Graduate Assistant

College of Nursing
  • Marquette University, Milwaukee, WI, USA
  • Telehealth Continuing Education Curriculum Development
  • Literature review, Content Synthesis, Content Development
A06

January 2015-December 2020

Lecturer

Department of Computer Science & Engineering
  • Daffodil International University, Dhaka, Bangladesh
  • Teaching (normal class load 12 credits per semester) and counseling.
  • Organizing different types of extracurricular and co-curricular activities.
  • Moderation of different courses

Teaching & mentorship

Supporting learners through instruction, advising, and research mentorship.

T01

Academic service

High School Student Mentorship – Summer Research Supervision

  • Mentored 3 high school students during a summer research program at Ubicomp Lab, guiding them through advanced concepts in machine learning and data analysis, assisting with experiment design, result interpretation, and research writing.
  • The mentored students were later admitted to:
  • – School of Computer Science, Georgia Institute of Technology.
  • – Computer Science, School of Engineering and Applied Science, Columbia University.
  • – Mechanical Engineering, McKelvey School of Engineering, Washington University in St. Louis.
T02

Academic service

Teaching Assistant in Algorithms, COSC 3100 at Department of Computer Science, Marquette University, Fall 2023

  • Conducted classes and practice sessions, developed supplementary materials, and provided targeted support to solve students' problems, enhancing their understanding of complex algorithms concepts.
T03

Academic service

Thesis and Final year project supervision in undergrad level at Department of CSE, Daffodil International University

  • Supervise 15 student group (5 thesis and 10 project) by scheduling meetings with students to discuss project and aid in providing resources and feedback.
T04

Academic service

Project/Internship Management Committee Member at Department of CSE, Daffodil International University

  • Organize and manage all follow-ups and final year project presentation in a semester.
T05

Academic service

Exam Committee Member at Faculty of Science and Information Technology, Daffodil International University

  • Organize and manage all examinations (mid-term and final) in a semester.
T06

January 2015-December 2020

Course Instruction as Lecturer

Department of Computer Science & Engineering, Daffodil International University
  • Delivered a normal teaching load of 12 credits per semester and provided student counseling.
  • Courses taught: CSE 122 Program and Problem Solving; CSE 123 Program and Problem Solving Lab; CSE 131 Discrete Mathematics; CSE 134 Data Structure; CSE 135 Data Structure Lab; CSE 221 Algorithm; CSE 222 Algorithm Lab; CSE 414 Simulation; and CSE 415 Simulation Lab.
  • Placed particular emphasis on programming, problem solving, data structures, and algorithms.
T07

January 2015-December 2020

Batch Advising and Student Counseling

Department of Computer Science & Engineering, Daffodil International University
  • Advised approximately 95 students each semester on course selection and registration.
  • Provided ongoing academic counseling to advisees and students enrolled in taught courses.
T08

January 2015-December 2020

Selected Undergraduate Thesis, Project, and Internship Supervision

Department of Computer Science & Engineering, Daffodil International University
  • Research topics included earthquake-probability modeling with linear regression and time-series analysis of seasonal sea-level variation.
  • Mobile projects included Bangla Programming, Mood Journal, My Prescription, and a campus application for Daffodil students.
  • Web projects included Online Virtual Classroom, DIU Intelligent Info Bot, Student's Care, Beauty of Bangladesh, and Easy Tour.
  • Internship topics included Linux and MikroTik ISP server configuration, web design and development, and data and internet service maintenance.
T09

Summer 2016-Spring 2019

Student Teaching Feedback Archive

Department of Computer Science & Engineering, Daffodil International University
  • Student teaching feedback is archived for eight semesters from Summer 2016 through Spring 2019.
  • The archive documents student reflections on course instruction across multiple academic terms.

Continued learning

Professional and academic training.

L01

2024

Statistical Consulting and Training Deep Learning Workshop at Marquette University. (2023, 2024)

    L02

    2015

    Participatory Engaging Techniques (PET) Teacher’s Training at Daffodil International University. (2015)

      L03

      2015

      Teachers Training Program (by Dr. Wendy A. Garland) at Daffodil International University. (2015)