About
I'm just your average CSE student studying at United International
University, who's interested to work in reasearch.
I'm ambitious, hard-working, and eager to learn.
I'm interested to work on projects that will help benifit the world.
Awards
- Gold Award Winner (Champion) of the International Blockchain Olympiad 2023
- Championof the Bhashamul: Bengali Regional Text to IPA challenge
- 1st Runner Upof the 4th National Blockchain Olympiad, Bangladesh
- Championof the CSE Dept. Project Show (Software Engineering) || Summer '23
- Champion of the CSE Dept. Project Show (DBMS) || Spring '22
- Champion of the CSE Dept. Project Show (AOOP) || Fall '21
- Champion Hult Prize OnCampus Round
- 1st Runner Up Intra-University Deep Learning Spring
- 1 stRunner-Up Season 1 Project Show
- Best Performer of the Year 2020 || UIU EDF
- 1st Runner Up Genius || UIU EDF
Interests
My field of interests:
- Machine Learning
- Data Science
- Back-end development
- Blockchain
Computer Science:
- Networking
- Pursuing a PhD
- Hackathons & Datathons
- Olympiads
Other:
Skills
Soft skills:
Hard Skills:
Resume
Experience
Undegradute Assistant
2023 - Present
Department of Data Science, United International University
- Prepared question sets and course contents jointly with the course faculties
- Couselled students jointly with the course faculties
- Worked closely with the Data Science Department to facilitate the course materials and content
Education
Bachelors in Science, in Computer Science & Engineering
2020 - Present
United International University, Dhaka, Bangladesh
Current CGPA: 3.76
Major: Data Science
Notable courses:
Machine Learning, Digital Image Processing, Bioinformatics,
Software Engineering, Human-Computer Interaction.
International A Levels
2019
Academia, Dhaka, Bangladesh
Result: A in Mathematics; B in Physics; B in Chemistry
Extracurriculars
General Secretary
2022 - 2024
UIU Computer Club
- Jointly managed the outreach of the Club with the Vice-President
- Worked closely with the University CSE Department for and during events
- Lead the departments during live and online events
- Helped groom members for their next roles.
- Supervised the performances of the departments and the department Heads
Organising Secretary
2020 - 2022
UIU Entrepreneur Development Forum
- Lead the departments during live and online events
- Helped groom members for their next roles.
- Supervised the performances of the departments and the department Heads
- Jointly managed the Club Fund with the President, and the Treasurer
Team Member of Marketing
2021-2022
AIESEC in Bangladesh
- Developed numerous marketing materials.
- Kept a close community active with my team
- Attended and participated in conferences
Notable Projects
From C/C++, to Web apps, here are some of my notable projects.
- All
- C/C++
- Java
- Web Apps
- Mobile Apps
- Data Science and ML
- Embedded Systems
Publications
Published
In Review
An audio video-based multi-modal fusion approach for emotion recognition
Authors: S M Jishanul Islam (FA), Sahid Hossain Mustakim, Musfirat Hossain, Mysun Mashira, Nur Islam Shourav, Md. Rayhan Ahmed (Corresponding Author), Salekul Islam (Corresponding Author), Swakkhar Shatabda, and A.K.M Muzahidul Islam
Under Review, Knowledge-based Systems (Elsevier)
About: A multi-modal fusion approach that takes audio and video input in parallel to effectively predict human emotions. Competes fairly with state-of-the-art models. Potential applications in the field of human-computer interaction (HCI), psychological evaluations, driver safety in vehicles, and so on.
E-MedViTr: Enhanced Vision Transformers with Registers for Biomedical Image Classification
Authors: Sadia Ahmmed, Taimur Rahman, S M Jishanul Islam, Al-Momen Reyad, Sonjoy Dey, James Anthony Purification and Dewan Md. Farid (Corresponding Author)
Accepted for Poster, 6th International Conference on Electrical Engineering and Information & Communication Technology 2024 [Scopus Indexed]
About: Medical image classification is critical in clinical decision-making, requiring efficient and precise evaluation of images. We propose an E-MedViTR model that boosts the performance of the vision transformer with registers by adding an enhanced classifier head. Research in this field could pave the way for more personalized, accurate, and efficient diagnostic procedures in medical imaging, benefiting both clinicians and patients.
BhaShammo: IPA Transcription of Bengali Regional Dialect using Dialect Guided Tokens
S M Jishanul Islam, Sadia Ahmmed, Sahid Hossain Mustakim, Mohammad Jawwadul Islam, Swakkhar Shatabda, Md. Rezuwan Hassan, Farig Sadeque
Submitted to the International Conference on Pattern Recognition (ICPR) 2024
About: Accurate transcription of Bengali text to the International Phonetic Alphabet (IPA) is challenging due to the language's complex phonology and context-dependent sound changes. We aim to solve this problem by using Seq2Seq transformers and a unqiue Distrtict Guided Token to identify the district beforehand for the model to understand.
In Prep
Curriculum Vitae
Find my CVs tailored to your preferences.
Contact
I don't give away contact details. If you want to connect, please get in touch with me via my LinkedIn
Follow me @ various platforms
smji