Worked at Khoury College of Computer Sciences, Northeastern University• Managed graduate-level courses on Machine Learning, Foundations of Artificial Intelligence, and Data Mining Techniques courses• Taught concepts on Supervised and Unsupervised Machine Learning, Uninformed Search, Informed Search, Probability Theory• Instructed programming techniques and strategies on Machine Learning, Data Mining, Heuristic search, Adversarial Search, Reinforcement Learning• Supervised semester projects on AI, ML, and Deep Learning • Examined homework and programming assignmentsCourses: Machine Learning, Data Mining, Advanced Computer Vision, Foundations of Artificial Intelligence

Worked under the supervision of Dr. Ehsan Elhamifar and Dr. Magy Seif El-NasrTopic: Group Activity Recognition from Videos, Player Modeling, and Activity Recognition from Gamelog • Devised Deep Learning models for activity recognition from videos in multi-person scenario• Proposed Deep Learning models to recognize player activities from spatiotemporal data• Conducted research to find and visualize player strategies from game data• Devised techniques to visualize data representation for single and multiplayer games• Introduced data abstraction techniques for better representation and understanding• Formulated database design to handle queries efficiently in large datasets (~100 GB)• Worked as a backend developer (Python, MongoDB) for StratMapper• Analyzed data using Machine Learning to detect complex strategic events in games• Conducted usability testing for StratMapper and Glyph using qualitative analysis of user feedback

Worked under the supervision of Dr. Howard Wu to build machine-learning datasets and models for objectionable content detection in images. • Generated data curation pipelines to build datasets with fine-grained labeled images• Built a new dataset with fine-grained labels for objectionable contents• Trained, evaluated, and compared machine learning models on the new dataset • Devised new loss functions that work with fine-grained hierarchical labels

Worked for the Department of Computer Science and Engineering• Taught theory and lab courses of the undergraduate level • Prepared questions and scrutinized examination scripts• Prepared semester class routine for the Department of CSE as a member of the Routine Committee• Worked as a member of the Board of Undergraduate Studies, CSE, BUET• Worked as a member of the Committee of Device Usage Policy in Samsung Lab, CSE, BUET