Machine Learning
Research Pipeline
PCA for Online Shopper Purchase Prediction
Built a reproducible ML pipeline on 12,330 shopping sessions, fitting preprocessing
and PCA inside stratified splits to prevent leakage and compare model performance.
Python
scikit-learn
pandas
NumPy
Front End
Creative Tool
Image Editor Web App
Built a browser-based editor with upload, canvas preview, crop, resize, rotate,
visual adjustments, and export/download workflows.
React
TypeScript
Canvas
Vite
Full Stack
Team Lead
Studease
Led a four-student team building a Quizlet-like study application with authentication,
study sets, quizzes, progress tracking, and collaborative delivery milestones.
React
Node.js
JavaScript
GitHub
Future Project
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Case Study Coming Soon
A reserved space for a larger build, research artifact, internship project, or
polished case study.
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Future Project
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Experiment Log
A flexible slot for a smaller technical experiment, learning tool, visualization,
or open-source contribution.
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