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Dec 2025
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Publication, Journal
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Journal Published at Nature Scientific Report! Master’s thesis work. We performed bi-modal user activity analysis from pre- and post- COVID and showed that they express different sentiment in Image and Text tweets except during the outbreak.
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Nov 2025
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Talk, Poster
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Berlekey talk about our ongoing systems work on GNN model parallelism
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Oct 2025
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Talk
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Two-Day Session on Distributed Data Parallel (DDP) for TAMU CSCE-654: Supercomputing Course
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May 2025
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Internship, Job
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Summer Internship at Amazon Sagemaker on vLLM Systems. Designed a differentiable kernel tuner with transfer learning feature.
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Apr 2025
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Milestone
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aayatun.com has reached 100K+ monthly users! Made it open-source!
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Feb 2025
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Publication, Conference
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Paper accepted on MLSys 2025! Expressed 10 KGE models using sparse-dense matrix multiplication.
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Jan 2025
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Graduate Studies, Job
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Started PhD in Computer Science and Engineering at Texas A&M University
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Dec 2024
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Publication, Book Chapter
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Book Chapter on Complex Networks 2024! Collaboration work. Developed Neo4j interface for KGE application.
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Nov 2024
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Poster, Recognition
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Best poster finalist (top-6) at SC24! Expressed TransE KGE model using sparse-dense matrix multiplication.
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Aug 2024
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Graduate Studies, Job
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Completed graduate studies in Indiana University Bloomington (IUB) with a CGPA of 4.00/4.00
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Apr 2024
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Publication, Conference
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Paper accepted at WebConf 2024! Developed CPU PyTorch SpMM operator for GNN training with auto-tuner backend.
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Oct 2023
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Publication, Journal
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Collaboration research work published as Journal! This study examined the prevalence and impact of workplace bullying on stress levels among physicians. My contribution was developing an automated pipeline to generate Google Forms for efficient survey distribution.
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Apr 2023
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Recognition
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Received Google Foobar Challenge!
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Aug 2022
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Award
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Received Luddy Summer Fellowship ($8,400)!
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Aug 2022
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Graduate Studies, Job
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Started graduate studies in Computer Science at Indiana University Bloomington (IUB)
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Aug 2022
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Graduate Studies
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Completed part-time graduate studies in Computer Science at Bangladesh University of Engineering and Technology (BUET)
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Feb 2022
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Publication, Journal
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Collaboration research work published in IETE Technical Review as second author! A hybrid approach to machine translation combining both RNN-based and rule-based translators. My key contribution to this work was designing a novel heuristic for verb root detection that improved both accuracy and space efficiency.
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Nov 2021
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Leadership
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External Supervisor, CSE Dept FYDP-II Summer 2021, UIU
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Mar 2021
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Publication, Journal
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Collaboration research work published in Neural Computing and Applications as second author! This study aims to improve Bengali-to-English translation quality by examining rule-based, SMT-based, and NMT-based approaches individually and in various hybrid configurations. My primary contribution was the design and implementation of the RNN-based seq2seq NMT training pipeline.
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Jan 2021
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Leadership
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Member, Outcome-Based Education (OBE) Revision Team, UIU
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May 2020
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Service
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Paper Reviewer, Asian CHI Symposium 2020
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Feb 2020
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Leadership
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Assistant Technical Coordinator, UIU Innobotics
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Jan 2020
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Job
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Joined United International University (UIU) as a Faculty in Department of CSE
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Jul 2019
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Talk
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Speaker at Cyber Security Training Program 2019, MIST. Talked about web-security and cross-site scripting attacks.
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Jan 2019
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Leadership
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Postgraduate Coordinator at CSE Deptartment, MIST
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Jan 2019
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Leadership
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Coordinator, CSE Postgraduate Programs, MIST
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Jan 2019
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Leadership
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Technical Coordinator, Inter-University Programming Contest (IUPC) 2019, MIST
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Dec 2018
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Leadership
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Member Secretary, Syllabus Review Committee for OBE Implementation, MIST
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Dec 2018
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Publication, Conference
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Research work published in NSysS 2018! This study explores a generalized machine translation system for low-resource languages like Bengali, proposing semantic-based verb identification and root word detection algorithms that outperform Google Translator
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Oct 2018
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Workshop
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Workshop Instructor, Unicode Typing Training Program 2018, MIST
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Jul 2018
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Leadership
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Steering Committee Member, Outcome-Based Education (OBE) Initiative at MIST
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Apr 2018
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Book
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Author, 42-Page Guide on Java for C++ Programmers (Self-Published). Shared online as a free resource for programmers transitioning from C++ to Java.
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Dec 2017
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Publication, Conference
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Research work published in NSysS 2017! This study explores a rule-based approach for name identification in Bengali Language.
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Apr 2017
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Graduate Studies
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Started part-time graduate studies in Computer Science at Bangladesh University of Engineering and Technology (BUET)
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Feb 2017
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Job
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Started first job as adjunt Faculty in Department of CSE, MIST
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Mar 2016
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Workshop, Video Tutorial
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Organizer & Instructor, 5-Day Android Workshop at Samsung R&D Lab, BUET for System Analysis, Design, and Development (BSADD). Conducted tutorial classes and made full workshop content available online for free.
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Dec 2015
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Award
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Champion at BRAC Hackathon 2015 Android App Development ($2,500)! Featured in leading newspapers in Bangladesh
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Dec 2015
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Leadership
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Coordinator, BUET System Analysis, Design, and Development Community
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Nov 2014
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Video Tutorial
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Started YouTube Content Creation. Mostly make video tutorials on programming concepts, data structures & algorithms. Notable video on C++ STL reached 10K views.
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Apr 2013
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Award
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Received BUET Undergraduate Scholarship
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