News and Updates

Date Categories News
08/26 Service Honored to be invited to serve on the MLSys 2027 Program Committee
04/26 Internship, Job Received and accepted internship offer from NVIDIA
03/26 Internship Received internship offer from Google
02/26 Award Happy to receive $1,000 in Modal compute credits to experiment with NVIDIA Blackwell GPUs and kernel optimization through the MLSys 2026 NVIDIA Track
12/25 Project tinyCUDA released! I wrote a small CUDA wrapper in C++ for automatic memory management (follows RAII principles and uses C++17 move semantics), kernel timing, and error handling.
12/25 Publication, Journal Published in Nature Scientific Reports! Master’s thesis work on bi-modal user activity and sentiment analysis before and after COVID-19.
11/25 Talk, Poster Presented ongoing systems research on GNN model parallelism at the Sparstitute meeting in Berkeley.
10/25 Talk Two-Day Session on Distributed Data Parallel (DDP) for TAMU CSCE-654: Supercomputing Course
05/25 Internship, Job Summer Internship at Amazon Sagemaker. Designed a differentiable kernel tuner with transfer learning feature for Mixture-of-Expert Kernels.
04/25 Milestone aayatun.com has reached 100K+ monthly users! Made it open-source!
02/25 Publication, Conference Paper accepted on MLSys 2025! Expressed 10 KGE models using sparse-dense matrix multiplication.
01/25 Graduate Studies, Job Started PhD in Computer Science and Engineering at Texas A&M University
12/24 Publication, Book Chapter Book Chapter on Complex Networks 2024! Collaboration work. Developed Neo4j interface for KGE application.
11/24 Poster, Recognition Best poster finalist (top-6) at SC24! Expressed TransE KGE model using sparse-dense matrix multiplication.
08/24 Graduate Studies, Job Completed graduate studies in Indiana University Bloomington (IUB) with a CGPA of 4.00/4.00
04/24 Publication, Conference Paper accepted at WebConf 2024! Developed CPU PyTorch SpMM operator for GNN training with auto-tuner backend.
10/23 Publication, Journal 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.
04/23 Recognition Received Google Foobar Challenge!
08/22 Award Received Luddy Summer Fellowship ($8,400)!
08/22 Graduate Studies, Job Started graduate studies in Computer Science at Indiana University Bloomington (IUB)
08/22 Graduate Studies Completed part-time graduate studies in Computer Science at Bangladesh University of Engineering and Technology (BUET)
02/22 Publication, Journal 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.
11/21 Leadership External Supervisor, CSE Dept FYDP-II Summer 2021, UIU
03/21 Publication, Journal 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.
01/21 Leadership Member, Outcome-Based Education (OBE) Revision Team, UIU
05/20 Service Reviewer, Asian CHI Symposium 2020
02/20 Leadership Assistant Technical Coordinator, UIU Innobotics
01/20 Job Joined United International University (UIU) as a Faculty in Department of CSE
07/19 Talk Speaker at Cyber Security Training Program 2019, MIST. Talked about web-security and cross-site scripting attacks.
01/19 Leadership Postgraduate Coordinator at CSE Deptartment, MIST
01/19 Leadership Coordinator, CSE Postgraduate Programs, MIST
01/19 Leadership Technical Coordinator, Inter-University Programming Contest (IUPC) 2019, MIST
12/18 Leadership Member Secretary, Syllabus Review Committee for OBE Implementation, MIST
12/18 Publication, Conference 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
10/18 Workshop Workshop Instructor, Unicode Typing Training Program 2018, MIST
07/18 Leadership Steering Committee Member, Outcome-Based Education (OBE) Initiative at MIST
04/18 Book Author, 42-Page Guide on Java for C++ Programmers (Self-Published). Shared online as a free resource for programmers transitioning from C++ to Java.
12/17 Publication, Conference Research work published in NSysS 2017! This study explores a rule-based approach for name identification in Bengali Language.
04/17 Graduate Studies Started part-time graduate studies in Computer Science at Bangladesh University of Engineering and Technology (BUET)
02/17 Job Started first job as adjunt Faculty in Department of CSE, MIST
03/16 Workshop, Video Tutorial 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.
12/15 Award Champion at BRAC Hackathon 2015 Android App Development ($2,500)! Featured in leading newspapers in Bangladesh
12/15 Leadership Coordinator, BUET System Analysis, Design, and Development Community
11/14 Video Tutorial Started YouTube Content Creation. Mostly make video tutorials on programming concepts, data structures & algorithms. Notable video on C++ STL reached 10K views.
04/13 Award Received BUET Undergraduate Scholarship
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