● Ongoing research: Knowledge Tracing, Learning Path Recommendation,
● Research projects: 1) Augmenting Flight Training with AI to Efficiently Train Pilots using Reinforcement Learning
2) LLM-Guided Tutoring System for Social Skills Training
● Collaboration with: Illumia Labs, EdTeKLA Research Group and IRL Lab, University of Alberta
● Supervised by Dr. Matthew E. Taylor, Dr. Carrie Demmans Epp and Dr. Christabel Wayllace
● Worked on a NASA-funded project, “Revolutionizing Neutron Star Parameter Inference through Machine Learning," focused on accelerating posterior inference from pulsar X-ray light curves using machine learning–based latent representations and simulator-guided optimization methods.
● Developed reinforcement learning and Masked Autoregressive Flow (MAF)-based approaches for neutron star parameter inference, posterior generation and light curve reconstruction.
● Built optimization and inference pipelines that significantly reduced inference time compared to traditional MCMC-based approaches while maintaining posterior quality.
Research works:
1) Accelerating Posterior Inference from Pulsar Light Curves via Learned Latent Representations and Local Simulator-Guided Optimization. ArXiv Preprint.
2) Posterior Inference from Pulsar Light Curves using Masked Autoregressive Normalizing Flow.
● Collaboration with: NASA Goddard Space Flight Center
● Supervised by Dr. Soumi De, Dr. Diane Oyen and Dr. Abu Bucker Siddik
Spring 2023: CS 271-Object Oriented Programming,
CS 272-Introduction to Data Structures
Fall 2023: CS 479-Introduction to Intelligent Agents Using Science Fiction
Fall 2024: CS 474-Operating Systems I
Spring 2025: CS 475/505-Artificial Intelligence I
Fall 2025: CSCI 3410-Introduction to Intelligent Agents Using Science Fiction
CSCI 5750-Artificial Intelligence II
● Developed a comprehensive software containing the financial workbook for Facilities and Services Accounting, ensuring monthly updates and year-end closings.
● Converted all reporting scripts from Oracle to MySQL to facilitate the Banner transition from local servers to the cloud.
● Automated reporting scripts into scheduled tasks, significantly improving the efficiency and reliability of data processing.
● Successfully deployed and tested a comprehensive software for FS Accounting, ensuring its accuracy and reliability during a year-end closing and monthly updates.
●Developed and implemented financial reporting scripts to streamline data processing and improve reporting efficiency.
Data Engineer I - Wireless Network, Network Technology and Maintenance
E-Zone HRM Limited
Dhaka, Bangladesh
2021 - 2022
Banglalink LTE TDD Delivery Project
Banglalink RAN Delivery Project
Grameenphone Trace Server Expansion Project
Robi RAN Delivery Project
Top Performer at Asia Pacific Region Digital Delivery-Programming (Python)
Developed different Data Processing and Data Extraction tools with Python
2022 Asia Pacific Region Galloping Horse Award for H1 and H2
Trainee Engineer, Network Technology and Maintenance
E-Zone HRM Limited
Dhaka, Bangladesh
2020 - 2021
AAAI-2026
Main Track
SIGCSE TS-2026
Poster Track
CHI'26
Poster Track
Student Research Competition
AIED 2026
Main Track
Late Breaking Results Track