Education
University of California - Berkeley
August 2021 - December 2024Bachelor's in Data Science
Professional Experience
Formula SAE Electric at Berkeley
Berkeley, CA, USA
Simulations Team Lead
- Built and managed a diverse team of 25+ members across 7 projects, designing team infrastructure to meet the demands of UC Berkeley's largest engineering club.
- Oversaw the development of an advanced lap time simulator utilizing a two-track bicycle model and implemented robust Git/GitHub version control practices.
- Led critical aerodynamic analysis, engineering a pipeline integrating CAN data and simulations.
- Spearheaded migration to Docker containerization for simulation environments, standardizing development dependencies across 25+ team members and achieving a 40% increase in team productivity.
National Institute of Standards and Technology (NIST)
Remote
Research Intern
- Conducted extensive literature review of state-of-the-art graph edit distance algorithms for NIST's materials science mapping project.
- Engineered optimized graph edit distance algorithm using Python and C++ for mapping inorganic materials datasets, achieving 20% faster computation while maintaining accuracy.
Lawrence Berkeley National Laboratory
Berkeley, CA, USA
Machine Learning Student Assistant
- Developed Faster R-CNN and YOLOv8 computer vision models to detect oil and gas wells in historical maps, achieving 0.98 mAP in under 5 minutes of training.
- Conducted academic literature review and in-depth analysis of over 20 different Convolutional Neural Network (CNN) architectures.
- Co-authored an abstract submitted to AGU 2024, showcasing the innovative object detection approach.
Mojo Vision
Saratoga, CA, USA
Data Science and Data Management Intern
- Designed a sophisticated data infrastructure for quantum dot life tests using Python, and MySQL, adopted as the standard data processing pipeline for the entire company.
- Built Tableau dashboards for visualizing quantum dot data, speeding up data validation workflow by 40%.
- Implemented a program using Python and SQLAlchemy that autonomously monitors and reports issues in company MySQL database.
Formula SAE Electric at Berkeley
Berkeley, CA, USA
Simulations Engineer - Data Scientist
- Developed a tire model using Tire Testing Consortium data, pandas, and scikit-learn, optimizing parameters for the following year's car.
- Created a process for sizing the car's battery pack, integrating sizing constraints, weight considerations, and lap time.
Projects
Personal Portfolio Website
View CodeA modern, responsive portfolio website built with Next.js, TypeScript, and Tailwind CSS. Features a custom vaporwave theme, dark mode support, and EmailJS integration for the contact form.
Audio Transcriber
View CodeA macOS application that captures both microphone and system audio while providing real-time transcription capabilities using Fast API and Docker.
Machine Learning Visualizer
View CodeA React-based web application for visualizing machine learning model predictions with interactive data visualization using Chart.js.
POV Classification in Sentences
View CodeA BERT-based deep learning model for multi-class Point of View (POV) classification in literary texts, achieving 65% accuracy.
Titanic Survival Prediction
View CodeLed a UC Berkeley-hosted Kaggle competition team, focusing on predicting Titanic passenger survival with 80% accuracy.
Earnings Predictions for College Graduates
View CodeAnalyzed the interplay between college majors, gender, and earnings, to shed light on the gender wage gap's influence in early career stages.