Md. Saiful

saifulislamsarfaraz at gmail dot com

I’m a passionate Computer Science and Engineering graduate from East-West University, where I earned a scholarship and secured a place on the Dean’s List for three consecutive semesters. My passion lies in advancing Data Science, Machine Learning, and Bioinformatics to create meaningful impact.

Currently, I’m working as an AI/ML R&D Engineer at GenomeArc, while also pursuing an MSc in Computer Science and Engineering at BRAC University. Previously, I served as a Research Assistant under Dr. Md. Golam Rabiul Alam, contributing to cutting-edge research projects.

Research Interest

Bioinformatics, Data Science, Deep Learning, Machine Learning, Computer Vision, NLP, LLM, Gen AI

Publications

[3] Solving Hamiltonian Path Problem Using DNA Computing
RM Rifat, M Saiful, R Bari, N Jahan, TR Pal, T Jabid, MS Ali, M Islam, M Hasan

[2] MRI-Based Brain Tumor Classification Using Various Deep Learning Convolutional Networks and CNN
Md. Saiful, S. Haider, S. M. A. Rahman, N. Reza, A. W. Reza & M. S. Arefin

[1] Brain MRI Classification for Alzheimer’s Disease Based on Convolutional Neural Network
Md. Saiful, A. Saha, F. T. Mim, N. Tasnim, A. W. Reza & M. S. Arefin

[0] Green Banking Through Blockchain-Based Application for Secure Transactions
Md. Saiful, N. Reza, M. Mahajabin, S. T. Rahman, F. Alam, A. W. Reza & M. S. Arefin

Education

M.Sc. in Computer Science and Engineering (CSE)
September 2024 - Present
CGPA: 3.90/4.00
Credit Earned: 18/36
Institution: BRAC University, Dhaka, Bangladesh

B.Sc. in Computer Science and Engineering (CSE)
April 2019 - August 2023
CGPA: 3.65/4.00
Credit Earned: 140/140
Institution: East West University, Dhaka, Bangladesh

Scholarships and Honors

  • Awarded Merit Scholarship Based on BRACU Academic Results for the Summer 2025 semester at BRAC University.
  • Awarded Merit Scholarship Based on BRACU Academic Results for the Spring 2025 semester at BRAC University.
  • Medha Lalon and Dean's Scholarship in the year of Summer 2022 to Summer 2023 at East West University.
  • Awarded 2nd Runner Up by the Technical Committee of IEEE CS BDC Symposium 2024.

Software Development

dedugen.com
Dedugen

Bangla Large Language Models for Mental Health.

Capstone Project (Thesis)

MedicalBERT: A Medical Chatbot Built Using BioBERT and GPT-2, LLM
Md. Saiful
Undergraduate Thesis
East West University (2023)

Teaching Assistantship

CSE475
Machine Learning
Last: Spring 2023 - Fall 2024

CSE103
Object-Oriented Programming Language
Last: Spring 2023

CSE106
Information System Design and Analysis
Last: Summer 2022 and Fall 2022

CSE487
Computer and Cyber Security
Last: Summer 2023