Doctor of Philosophy, Computer Science

University of Illinois Chicago, USA

• GPA (Current): 4.00/4.00
• Advised by: Dr. Fabio Miranda
• Research area: urban computing, data analytics & visualization, applied machine learning

Bachelor of Science, Computer Science

Military Institute of Science and Tehcnology, Bangladesh

• GPA: 3.71/4.00 (Top 10th percentile)
• Thesis Supervisor: Dr. Muhammad Nazrul Islam
• Research Experience:

  • Developed a prediction model to detect autism spectrum disorder (ASD) for different age groups using a merged random forest (CART and ID3) classifier. The model could effectively predict autistic traits for all three age groups and was later deployed in a mobile application.

  • Developed a system for tracking Alzheimer patients’ health and location through IOT hardware modules and a mobile application.

Graduate Research Assistant

University of Illinois at Chicago, USA

• Supervisor: Dr. Fabio Miranda
• Research Experience:

  • Developed a comprehensive toolkit for gait data analysis and visualization (ongoing).

  • Investigated coverage of OpenStreetMap (OSM) sidewalk data and computed the trustworthiness index as an alternative measure to assess the quality of the data. Our study takes a step toward understanding OSM sidewalk data quality by evaluating its coverage and reliability.

  • Developed a novel computational framework based on a conditional generative adversarial neural network that enables the quantification of sunlight access and shadows at a global scale.

  • Developed an in-memory model to approximate spatiotemporal mobility-flow queries based on NeuralCubes - a neural network model for learning query-result approximation.

Graduate Teaching Assistant

University of Illinois Chicago, USA

• CS 424: Visualization and Visual Analytics
• Course Instructor: Dr. Fabio Miranda.

Graduate Teaching Assistant

University of Illinois Chicago, USA

• CS 424: Visualization and Visual Analytics
• Course Instructor: Dr. Fabio Miranda.

Graduate Teaching Assistant

University of Illinois Chicago, USA

• CS 425: Computer Graphics
• Course Instructor: Dr. Fabio Miranda.

Lecturer

Uttara University, Bangladesh

• Courses Taught: Discrete Mathematics - Computer Peripheral, Interfacing and Maintenance - Digital Logic Design - Computer Graphics - Object Oriented Programming - Design and Analysis of Algorithms - Data Structures.

• Merit Scholarship for academic performance, Military Institute of Science and Technology

• Dean’s List Award (two consecuctive years), Military Institute of Science and Technology

• Volunteer for CAVE3 demos hosted by EVL, UIC.

• IEEE VIS Satelite Event (2021) volunteer. Held at EVL, UIC.

• Class Representative, Department of CSE at Military Institute of Science and Technology.