2024
Research Intern
Institut de Recherche en Informatique de Toulouse (IRIT), France
Studied the abstract theory of explainability of black-box models.
April 2024 – August 2024Statement
I am a highly motivated and research-driven graduate passionate about Artificial Intelligence, Machine Learning, and intelligent systems. I aim to contribute to cutting-edge research in AI agents, large language models (LLMs), and autonomous systems that enable intelligent decision-making and real-world applications. With a strong analytical mindset and commitment to innovation, I seek to develop reliable, adaptive, and human-centered AI solutions through rigorous research. I am eager to collaborate across academic and industrial environments while advancing the capabilities and impact of intelligent AI technologies.
- Machine Learning
- Deep Learning
- Explainable AI
- Large Language Models
- Agentic AI
Experience
2019
Freelance Machine Learning Engineer
Independent, Bangladesh
Delivered applied machine learning solutions for local companies in Bangladesh.
August 2019 – December 20222018
Research Assistant
Bioinformatics Research Laboratory, Bangladesh
Conducted research in bioinformatics, contributing to data analysis and computational biology projects.
January 2018 – June 20192014
Instructor
United International University (UIU), Bangladesh
Taught programming courses in the Department of Computer Science & Engineering.
September 2014 – September 20162013
Undergraduate Teaching Assistant
United International University (UIU), Bangladesh
Assisted faculty members with course delivery in the Department of Computer Science & Engineering.
June 2013 – September 2013Education
2024
MIAGE, Innovative Information Systems (2IS)
Université Toulouse 1 Capitole (UT1) & IRIT, France
Research Internship: Successfully completed a study on the abstract theory of explainability in black-box models.
Internship Thesis Report: View Thesis.
2018
M.Sc. — Computer Science & Engineering
United International University (UIU), Bangladesh
Thesis: Application of two machine learning methods to identify bacterial promoter
sequences, resulting in two journal publications and two public web servers for
real-time prediction
(server 1,
server 2). View Thesis.
CGPA: 4.00 / 4.00 — degree verification, ID 012171010.
Graduated summa cum laude with a full scholarship.
2014
B.Sc. — Computer Science & Engineering
United International University (UIU), Bangladesh
CGPA: 3.68 / 4.00 — degree verification, ID 011101009.
Scholarship covering most semesters.
Publications
View full list on Google Scholar →- M.S. Rahman, U. Aktar, M.R. Jani, S. Shatabda. “iPro70-FMWin: identifying Sigma70 promoters using multiple windowing and minimal features.” Molecular Genetics and Genomics, 294(1), 69–84.
- M.S. Rahman, U. Aktar, M.R. Jani, S. Shatabda. “iPromoter-FSEn: identification of bacterial σ70 promoter sequences using a feature subspace based ensemble classifier.” Genomics, 111(5), 1160–1166.
Skills
Machine Learning & AI
- Machine Learning
- Deep Learning
- Convolutional Neural Networks
- TensorFlow / Keras
- PyTorch
- Explainable AI (XAI)
Large Language Models & Agentic AI
- LLMs (GPT, LLaMA)
- Prompt Engineering
- Retrieval-Augmented Generation (RAG)
- Agentic Workflows
- Hugging Face Transformers
Foundations
- Data Structures
- Algorithms
- Graph Theory
- Dynamic Programming
Programming Languages
- Python
- Java
- C / C++
- C#
Tools & Environment
- Linux
- Windows
- PyCharm
- Jupyter Notebook
- Visual Studio
- Eclipse
- LaTeX
- MS Word
Solved over 300 ACM-ICPC competitive programming problems.
Awards & Honors
2020
Summa Cum Laude
Awarded top rank in the Master's program.
6 February 20202019
IBRO-APRC Associate School of Neuroscience
Invited participant, 2nd IBRO-APRC Bangladesh Associate School of Neuroscience.
4 December 20192017
Full Scholarship — Master's Program
2017 – 20182010
Semester Scholarships — Bachelor's Program
Full scholarship for most semesters of the undergraduate program.
2010 – 20142012
ACM ICPC Asia Programming Contest
Invited participant, Dhaka site.
8 December 2012Languages
- Bangla (Native)
- English (Fluent)
- French (Basic)
- Hinde (Intermediate)
- Urdu (Intermediate)
Interests & Hobbies
Outside of research, I enjoy traveling — mountains, oceans and new cities alike. When indoors, I watch films, read, cook, and spend time exploring recent developments in artificial intelligence.
Countries visited
Bangladesh
France
Spain
Switzerland
Italy
Vatican City
Netherlands
Austria
Portugal