CV

Education

PhD in Computer Science and Technology

Nanjing University of Science and Technology, China
September 2024 – Ongoing
Research Area: Bioinformatics

MSc in Software Engineering

Northeastern University, China
September 2020 – August 2021 (Online) || November 2022 – July 2024 (Offline)
CGPA: 3.53 out of 4.00
Thesis: Research and Implementation of a Diabetic Disease Identification Algorithm Based on Data Mining

BSc in Computer Science and Engineering

City University, Bangladesh
May 2015 - August 2019
CGPA: 3.74 out of 4.00
Thesis: An Automated Approach for Fruit Damage Detection and Classification using Machine Learning

Work Experience

PhD Researcher

Nanjing University of Science and Technology, China
September 2024 – Present

• Conducting advanced research in bioinformatics, focusing on protein structure prediction and affinity prediction of small molecular complexes under the supervision of Professor Dong-Jun Yu.

Graduate Researcher

Northeastern University, China
December 2022 – July 2024

• Enhanced diabetic retinopathy identification through data mining techniques under the supervision of Professor Chen Dongming.

Junior Software Developer

Syftet Limited, Bangladesh
September 2021 – November 2022

• Developed and maintained web applications, ensuring optimal user experiences.
• Collaborated with cross-functional teams to integrate database technologies such as SQL, MySQL, and PostgreSQL.

ICT Lecturer

Exceptional Educare, Bangladesh
October 2017 – August 2019 (Part-time) || August 2019 – September 2020 (Full-time)

• Developed comprehensive course materials for Information and Communication Technology aligned with HSC curriculum requirements.
• Delivered engaging lectures and administered assessments to foster student understanding and academic progress.

Skills

• Programming Languages: Python, Ruby, JavaScript, C, HTML, CSS, Vue.JS
• Databases: MySQL, PostgreSQL, SQLite, MongoDB, Microsoft Access
• Tools and Frameworks: Google Colab, Jupyter Notebook, Ruby on Rails, Spring Boot
• Research Methodologies: Data analysis, machine learning, deep learning, statistical analysis
• Soft Skills: Excellent communication, teamwork, problem-solving, and leadership abilities

Publications

Published Works

1. Suicidal Behaviors Among High School Graduates with Preexisting Mental Health Problems: A Machine Learning and GIS-Based Study.
   International Journal of Social Psychiatry (2024)

2. Exploring Sleep Duration and Insomnia Among Prospective University Students: A Study with Geographical Data and Machine Learning Techniques.
   Nature and Science of Sleep (2024)

3. Prevalence and Factors Associated with Digital Addiction Among Students Taking University Entrance Tests: A GIS-Based Study.
   BMC Psychiatry (2024)

4. Applications of Artificial Intelligence for Health Informatics: A Systematic Review.
   Journal of Artificial Intelligence for Medical Sciences (2023)

5. Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19.
   Journal of Healthcare Informatics Research (2022)

6. Smart Security Device for Women Based on IoT Using Raspberry Pi.
   In 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), IEEE, 2021.

Working Papers

1. Predicting Substance Use Behaviors Among Students Taking University Entrance: A Cross-Sectional Study with Machine Learning Techniques. (Submitted in PLOS ONE)

2. Predicting Suicidal Behaviors in Individuals with Diabetes: An Exploratory Study Using Machine Learning Models. (Under review on Perspectives in Psychiatric Care)

3. AgroSathi: A Novel System for Detecting and Diagnosing Insect Pests for Field Crops. (Working on final version)

4. Exploring the Potential of Comprehensive Deep Dense Layer Neural Networks for Diabetes Prediction: A Performance Study. (Master’s thesis working for publication)

Talks

• Federated Learning: The Good, the Bad, and the Ugly - Seminar, 2023
• Artificial Intelligence Applications in Health Informatics - International Conference on Communication Software and Networks (ICCSN 2023)

Teaching Experience

• ICT Lecturer at Exceptional Educare, focusing on Information and Communication Technology for higher secondary students.
• Developed and delivered interactive lectures, utilizing multimedia tools and real-life examples.

Service and Leadership

• Research Fellow, CHINTA Research Bangladesh (October 2023 – Present): Engaged in various research projects, mentoring interns and collaborating with teams to enhance research skills.
• Volunteer Trainer at various innovation and technology workshops, including NASA Space Apps Challenge and Business Innovation Summit.

For further details or inquiries, please feel free to contact me via email at writetoemran@outlook.com.