Md. Shakhawat Hossen

Md. Shakhawat Hossen- - Kotbari, Cumilla Sadar Dakshin, Cumilla, Bangladesh Md. Shakhawat Hossen shakilnab Portfolio Career Objective A passionate computer science learner and educator with a strong foundation in data science, machine learning, and artificial intelligence. Currently engaged in research on the impact of Internet shutdowns using machine learning. I am eager to contribute my expertise to both academia and industry. I am committed to developing innovative AI-driven solutions that address real-world challenges, leveraging my skills in data-driven decision-making and model deployment. Academic Credentials MSc (Engineering) in Computer Science & Engineering Comilla University January 2024 – Present BSc (Engineering) in Computer Science & Engineering Comilla University March 2018 – January 2024 Position: 5th; CGPA: 3.73/4.00 Higher Secondary Certificate Noakhali Government College 2017 GPA: 5.00/5.00 Secondary School Certificate Begumganj Government Pilot High School 2015 GPA: 4.44/5.0 Projects Academic Thesis: Internet Shutdown: A Machine Learning Approach for Studying the Effects and Consequences of Government-Imposed Disruptions to Control a Movement. (Ongoing) Diabetes Prediction with Diverse Classifiers: A Comparative Study (view) Python, Machine Learning Classifiers September 2023 • Led a research focusing on various classifiers' effectiveness for early diabetes identification and care. • Demonstrated Random Forest classifier's performance with 82.24% accuracy and 0.754 AUC score. • Implemented a Graphical User Interface for simplifying data entry for various features of diabetes data. Brain Tumor Detection and Analysis using Convolutional Neural Networks (view) Python, Convolutional Neural Networks(CNN), Jupyter Notebook June 2023 • Developed and fine-tuned a Convolutional Neural Network (CNN) model for brain tumor detection, optimizing hyperparameters to improve accuracy and efficiency. • Designed and implemented an intuitive user interface for seamless input of MR images, achieving a high classification accuracy of 78% in identifying tumor and non-tumor regions. Underwater Object Classification: Rock vs Mine (view) Python, Exploratory Data Analysis, Logistic Regression January 2023 • Developed a machine learning model to classify underwater objects (rock vs. mine) using sonar data. • Implemented data preprocessing, feature selection, and model evaluation to improve classification accuracy. Educational Workshops • International Conference on Machine Intelligence and Data Science Applications Dec. 2021 (MIDAS 2021) | Organized by Department of CSE, Comilla University Duration: 2 days Page 1 of 2 Programming Competencies • Proficient in solving algorithmic problems on various online judges. • Skilled in tackling algorithmic challenges and participated in various online programming contest. • My coding profile: StopStalk: Md. Shakhawat Hossen (view) Kaggle: Md. Shakhawat Hossen (view) Codeforces: shakilnab (view) Online Certifications Mathematics for Machine Learning and Data Science Specialization Credential ID: E8FRDYNUOHVS Platform: Coursera Machine Learning Specialization Credential ID: E8FRDYNUOHVS Platform: Coursera Professional Programming with C# Credential ID: SHAD017311 Platform: Dev Skill Technical Skills Data Manipulation and Analysis: SQL, Excel Programming Languages: Python, C, C++, C# Developer IDE: Visual Studio, CodeBlocks, Jupyter Notebooks Presentation Software: PowerPoint, Draw.io, Figma Data Visualization: Matplotlib, Seaborn, Plotly, Excel Version Control: Git, Github Soft Skills Leadership, Presentation, Teamwork, Critical thinking, Consistency, Innovative & Initiative, Communication. Areas of Interest Research, Teaching, Machine-learning, Deep Learning, Exploring new technologies. Affiliations Member, Lal Sobujer Bondhon Comilla University, Bangabondhu Hall Unit 2018 - Present Former Member, Comilla University IT Society Comilla University 2019 - 2023 Former Member, Comilla University Rotaract Club Comilla University Former Vice President, Noakhali Students Association Comilla University 2021 - - 2022 References Dr. Mahmudul Hasan, SMIEEE Associate Professor Department of C.S.E. Comilla University, Cumilla - 3506, Bangladesh E-mail:- Partha Chakraborty Assistant Professor Department of C.S.E. Comilla University, Cumilla - 3506, Bangladesh E-mail:- Page 2 of 2