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 drive lies in advancing Data Science, Machine Learning, and Bioinformatics to create meaningful impact.

Currently, I’m thriving as a Machine Learning Engineer at GenomeArc while 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.

I collaborated with Dr. Ahmed Wasif Reza on advanced Brain MRI Image Processing and Classification using Convolutional Neural Networks (CNN), sharpening my expertise in applied machine learning.

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: 3.85/4.00
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 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
Mental healthcare Platform

genomearc.com
GenomeArc
Genetics and Genomics Solution

gonjohut.com
Gonjohut
E-Commerace

Capstone Project (Thesis)

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

GitHub Profile Search

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