PhD Candidate

Norwegian University of Science and Technology (NTNU), Trondheim, Norway.

Researcher

Norwegian University of Science and Technology (NTNU), Trondheim, Norway.

• Simulated traffic impacts of Sandmoen bus depot expansion using Aimsun, real traffic data, and ML-based vehicle classification to support data-driven urban planning decisions

• Explored and analyzed HD map generation and processing techniques for autonomous driving applications, focused on lane-level geometry and semantic attributes

Teaching Assistant

Norwegian University of Science and Technology (NTNU), Gjøvik, Norway.

• Held weekly tutorials for the Masters' course: IDIG4321 Introduction to Color Image Processing

• Provided counseling on image processing topics and assisted in coding implementations on MATLAB

Summer Research Intern

3DUniversum, Amsterdam, Netherlands.

• Exploring different NeRF variants such as Mip-NeRF, Mip-NeRF 360, Zip-NeRF

• Developing a NeRF-based model for a monocular video-based full room 3D modeling and visualization

Data Scientist

Kyushu University Gap-Next Program, funded by Japan Science and Technology Agency (JST), Japan.

• Healthcare data cleaning, processing, analyzing, and visualizing to achieve administrative needs and goals.

• Applying Data Science techniques, such as Machine Learning, Statistical Modeling, and Artificial Intelligence.

• Preparing documents and reports of research findings for presentation and publication.

• Identifying patterns and trends from healthcare data and reaching meaningful conclusions to assist in delivering optimal health care management and decision making.

Software Engineer

NAMS Innovation, Dhaka, Bangladesh

• Developed web applications and scalable software on the MVC Framework Codeigniter using PHP/MySQL, HTML, CSS, JavaScript, and jQuery.

• Designed and developed Android applications for handheld and tablet computers. 

• Debugged, tested, and fixed bugs to improve application performance. 

Jr. Software Engineer

Global Communication Center, Grameen Communications, Bangladesh

• Designed, developed, and managed WordPress website PortableHealth.Clinic using HTML, CSS, PHP, and JavaScript including plugins, tools, and database.

• Converted health data into actionable insights by predicting and modeling future outcomes with Machine Learning Algorithms.

• Analyzed health data and improve ML model results and predictions.

• Prepared documents and reports of research and development outcomes.

Undergraduate Teaching Assistant

United International University, Dhaka, Bangladesh

• Assisted faculty members in teaching courses throughout the semester.

• Conducted individual tutoring and learning sessions for under-performing students.

• Provided necessary counseling and guidance for enrolled students.

• Graded coursework and assignments.

• Assisted faculty members on other administrative tasks as they deem necessary.

• Courses assisted: Data Structure, Database Management Systems, Software Engineering, Structured Programming Language, Advanced Programming, Operating System Concepts, Compiler, Web Programming and Digital Logic Design.

Software Intern

NAMS Innovation, Dhaka, Bangladesh

• Coded two web-based projects using PHP that are used by the Ministry of Agriculture Bangladesh.

• Found and fixed bugs in the released software.

• Discussed with clients to define technical details of various software.