A neural network-based classifier for detecting malicious Windows PE files using file metadata and binary analysis, with optimizations for minimizing false positives in malware detection.

A deep learning classifier for detecting phishing websites through screenshot-based brand recognition, with optimizations for minimizing false positives in phishing detection.

A responsive personal portfolio website showcasing projects, skills, and professional experience.

A movie recommendation system using FastAPI, PostgreSQL on AWS RDS, and Python, with IMDb data processing and web interface

Machine learning project for retail bank risk evaluation using the Home Credit Group dataset.

Exploratory data analysis and machine learning models to assess red wine quality factors.

Machine learning model to predict stroke risk in patients based on clinical data.

Analysis of Spotify's top 50 tracks of 2020.

A Python toolkit integrating fairness measurement, data debiasing, and fair model training modules into a configurable pipeline with MLflow logging.

Analysis of podcast reviews to extract listener insights.

Comprehensive analysis of COVID-19 data in South Korea, including trends and patterns.

Exploratory data analysis of Coursera course offerings and popularity.

Machine learning project for the Kaggle Spaceship Titanic competition, including EDA, model development, and submission process.

Predictive model for travel insurance purchase likelihood using customer data.

Analysis of mental health among tech workers in tech companies.