AI Researcher & Engineer

MD Jakir
Hossain

Master's in Computer Science specializing in Deep Learning, Medical Image Analysis, and NLP. Building intelligent systems for real-world impact.

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About Me

I am a passionate Computer Science researcher and engineer with a Master's degree from East West University. My work focuses on leveraging Machine Learning and Deep Learning to solve complex problems in medical imaging and natural language processing.

Currently, I am actively seeking a PhD opportunity to further advance my research. My work spans medical image analysis, sentiment analysis, deceptive review detection, and natural language processing for low-resource languages, with a strong focus on developing robust and scalable AI-driven solutions.

Technical Skills

Python / TensorFlow / PyTorch 95%
Computer Vision (OpenCV) 90%
Data Science (Pandas, NumPy) 92%
Scikit-learn Keras PySpark Git Django Flask

Work Experience

Graduate Teaching Assistant

East West University, Dhaka, Bangladesh

June 2023 - Present
  • Assisting faculty in teaching undergraduate courses by conducting tutorials, grading assignments, and mentoring students
  • Supporting students in understanding mathematical and statistical concepts through discussions and problem-solving
  • Helping with course material preparation and assessment

Junior AI Engineer

Algoramming, Dhaka, Bangladesh (Remote)

July 2023 - June 2025
  • Contributed to the development and deployment of AI solutions, including model design, training, and optimization
  • Built and maintained machine learning pipelines for various projects, ensuring performance and scalability
  • Participated in research and implementation of deep learning algorithms for real-world use cases
  • Collaborated with cross-functional teams to integrate AI models into production-ready systems

Education

Master of Science in Computer Science and Engineering

East West University (EWU), Dhaka, Bangladesh

Jan 2024 - Feb 2025

Major

Data Science

GPA

3.75 / 4.0

Bachelor of Science in Computer Science and Engineering

East West University (EWU), Dhaka, Bangladesh

Jan 2019 - May 2023

Major

Intelligence System and Data Science

GPA

3.53 / 4.0

Thesis & Capstone Projects

Master's Thesis

Diabetic Retinopathy Detection using Attention-Enhanced Transfer Learning and Explainable AI Techniques

Supervisor

Dr. Mohammad Rifat Ahmmad Rashid

Associate Professor, Dept. of CSE, EWU

Institution

East West University

Proposed an automated system for Diabetic Retinopathy detection using deep learning models enhanced with attention mechanisms to improve feature extraction. Integrated Explainable AI (XAI) techniques like Grad-CAM to interpret model decisions and enhance clinical trustworthiness.

B.Sc. Capstone Project

Developing a Bangla Handwritten Text Recognition Framework using Deep Learning

Supervisor

Dr. Mohammad Rezwanul Huq

Associate Professor, Dept. of CSE, EWU

Institution

East West University

Developed a machine learning-based innovative software designed to convert handwritten Bangla text into digital format. Implemented deep neural networks to improve recognition accuracy for handwritten Bangla characters, optimized for real-world applications including document digitization.

Academic Affiliations

Vice-President

EWU Computer Programming Club (EWUCoPC)

Leading programming initiatives, organizing coding competitions, and mentoring students in competitive programming and software development.

SGM (Senior General Member)

East West University Sports Club

Active member contributing to sports activities and event organization at the university level.

Awards & Honors

EWU Medha Lalon Scholarship

Undergraduate Studies

CGPA 3.50+

Consistently featured for maintaining an outstanding CGPA above 3.50 in undergraduate studies. Recognized for academic excellence and dedication.

Dean's List Award

Master's Studies

CGPA 3.75+

Consistently featured for maintaining an outstanding CGPA above 3.75 in Master's studies. Honored for exceptional academic performance in graduate research.

Selected Publications

Peer-reviewed research contributions

Medical Imaging

Enhancing Skin Cancer Detection Through Automated Classification Using Convolutional Neural Networks

ICO 2023, Springer

Lecture Notes in Networks and Systems, vol. 1167

Medical Imaging

Enhancing skin cancer detection through automated classification using convolutional neural networks

ICO 2023, Springer

Lecture Notes in Networks and Systems, vol. 1167

NLP / OCR

Deciphering Handwritten Text: A Convolutional Neural Network Framework for Handwritten Character Recognition

ICO 2023, Springer

Lecture Notes in Networks and Systems, vol. 729

Energy Systems

Reducing Energy Usage and Cost for Environmentally Conscious Cooling Infrastructure

ICO 2023, Springer

Lecture Notes in Networks and Systems, vol. 852

Cyber Security

Ransomware Attacks and Detection Mechanisms: A Systematic Literature Review

CIIR 2023, Springer

Lecture Notes in Networks and Systems, vol. 1139

Agriculture

Detecting Crop Pests and Diseases Through Deep Learning Techniques for Improved Yields

CIIR 2023, Springer

Lecture Notes in Networks and Systems, vol. 1025

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Get In Touch

Interested in collaborating or have a research inquiry? I'd love to hear from you.

mdjakirhossen13@gmail.com
(+880) 1742-750366
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