About Me
My Projects
ML Ops Spot Parking Final Project
AWS ML Ops final project moving an a small-scale video inference system to AWS
End-to-End ML Pipeline
AWS ML Ops midterm project using AWS Glue, S3, and Sagemaker for the EDA, feature engineering, model training, selection, and deployment, and API Gateway for the public endpoint.
Category Pricing Tool @ Pattern
Data warehouse analysis on US Amazon category price trends. Streamlit app to automate data query, run category pricing algorithm and download data for marketing team analysis and visualization.
Credit Card Fraud Detection Model
Machine Learning group final project using Kaggle dataset to predict credit card fraud. Used SMOTE, PCA, and XGBoost to achieve 99% accuracy.
Apache Airflow Pipeline Project
Personal Data Engineering project using Apache Airflow and Spark to take data from the Starlink free API, process their satellite data, and store it in S3
Deep Learning Final Project
Language classification using deep learning techniques