B.Sc. in Computer Science and Engineering
American International University-Bangladesh
CGPA 3.49/4.00; Dean’s List Honors (July 2023)
ABOUT ME
Computer Science graduate; machine learning and data science
Simanto Podder is a Computer Science and Engineering graduate of American International University-Bangladesh (CGPA 3.49, Dean’s List) working in machine learning, data science and data analysis. Projects range from student-performance prediction to S&P 500 stock analysis in Python, and the research applies supervised learning, feature engineering and model interpretability to educational data mining, including early-warning systems for student dropout in higher education.
Education
Research Interests
My work lies at the intersection of technical robustness and social impact.
Research Areas
Machine learning; data science; educational data mining; feature engineering and model interpretability; artificial intelligence.
My Publication
Selected scholarly works and current manuscripts.
No publications available yet.
Conference Participated
Recent speaking engagements and workshop contributions.
No conferences available
Honors & Awards
Recognition for academic excellence and research contributions.
Dean’s List Honors
American International University-Bangladesh
Projects
Student Performance Analysis & Prediction
Relationship between student features and academic success, and machine-learning models to predict pass or fail.
View resource ↗Stock Performance Analysis of S&P 500 Companies using Pandas & NumPy
Cleaning and analysing stock data for returns, volatility and moving averages using core Python data tools.
View resource ↗Travel Management System
MVC web application in HTML, CSS, PHP and JavaScript.
View resource ↗Skills
Programming
Python, C++, C#, Java, PHP, JavaScript, ASP.NET (MVC, Entity Framework, Web API)
Data
Pandas, NumPy, scikit-learn, Matplotlib, Seaborn, Jupyter, Git/GitHub, Kaggle, statistical analysis
Interested in my full background?
Download my full academic CV including complete publication history, teaching portfolio, and detailed project descriptions.