Ethan Lam

Bachelor's

Data Science

Geolocational Dinosaur Findings Data Visualizer

- April 2024 - Participated in DS3's hackathon, focusing on a data science project related to dinosaur findings. GitHub Link - Collaborated with a team of four beginner programmers to to process a dataset of over one million entries - Designed an interactive global map with data plots based on longitude and latitude coordinates using HTML - Implemented heatmaps and Mapbox to visualize the density of fossil findings in the United States - Day/Night Image Predictor - January - February 2024 - Initiated a machine learning project aimed at classifying images based on RGB intensity to differentiate between - Developed a k-nearest neighbors classification algorithm to analyze the Euclidean distance between pixels in input images and labeled datasets, determining the most likely classification (day or night - Employed Python to execute the image analysis and prediction process