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publications
Insights into Dhaka City’s Walkability
Publicly available dataset on Kaggle, 2023
Crowdsourced research project of a team of ~70 to collect and analyze a crowdsourced dataset on the walkability of Dhaka City. The dataset, available on Kaggle, provides insights into factors influencing walking experiences in the city. Read more
Learning Heterogeneous Agent Collaboration in Decentralized Multi-Agent Systems via Intrinsic Motivation
Under Review at The 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-25), 2024
The paper discusses the challenges and solutions in Cooperative Multi-Agent Reinforcement Learning (MARL), particularly under conditions of reward sparsity and agent heterogeneity. It introduces the CoHet algorithm, which is designed for decentralized training settings with partial observability, aiming to address these challenges. The effectiveness of CoHet is empirically validated in various environments, demonstrating its superiority over existing methods in sparse cooperative tasks that necessitate agent diversity. Read more
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talks
Champion (Junior) in Bangladesh Mathematical Olympiad Regional
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Became Champion of the junior category in Bangladesh Mathematical Olympiad Regional (Dhaka) 2012 Read more
First Runner-up (Junior) in Bangladesh Mathematical Olympiad Regional
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Became the first runner-up of the junior category in Bangladesh Mathematical Olympiad Regional (Dhaka) 2013 Read more
My book on Information and Communications Technology (ICT) got published
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Co-authored book on ICT for entrance exams got published Read more
Hult Prize 2021 - Asia Regional Finalists & Campus Champions
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Won the first position in ‘Hult Prize 2021 on campus round at the University of Dhaka’ & went on to become the Asia Regional Finalists at Hult Prize Impact Summits 2021 Read more
2nd Runner-up at bdapps Mobile App Ideathon powered by Robi
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Secured the third position in bdapps Mobile App Ideathon 2023 powered by Robi for my application idea titled ‘MediLink’. Read more
Finalists at DataVerse Challenge - ITVerse 2023
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Finalists in the Dataverse-ITVerse ‘Bengali Text to IPA (International Phonetic Alphabet) Transcription Competition 2023’ powered by bengali.ai & Cefalo. Read more
Undergraduate Thesis Defense
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Me and my thesis partner defended our undergraduate thesis in the Department of Computer Science and Engineering, University of Dhaka. This memorable day also marked my last day as an undergraduate student in University of Dhaka. Read more
Workshop on Hands-on Deep Learning Coding & Code Management
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Worked alongside Dr. AKM Mahbubur Rahman sir to arrange the ‘Workshop on Hands-on Deep Learning Coding & Code Management at Independent University Bangladesh’. Read more
Workshop on Statistical Inference Frequentist & Bayesian Estimation
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Attended the week-long workshop on ‘Statistical Inference Frequentist & Bayesian Estimation’ by Dr. Shahariar Huda. Read more
Seminar on Accelerating Innovation: Unleashing Machine Learning in Distributed Services
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Attended the insightful seminar arranged by Sajib Mistry, PhD. Senior Lecturer, School of Elec Eng, Comp and Math Sci, Faculty of Science and Engineering, Curtin University, Australia. Read more
1st CCDS Summer School on Random Matrix Theory
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Participated in the ‘1st CCDS Summer School on Random Matrix Theory’ lectured by Arijit Chakrabarty, Associate Professor, Theoretical Statistics and Mathematics Unit, Indian Statistical Institute. Read more
Hands-On Deep Learning & Open-source Large Language Model Workshop at CAILab, CSE, DU
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Lectured in the Hands-On Deep Learning & Open-source Large Language Model Workshop at CAILab, CSEDU. Read more
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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