Hello,
I'm Derrick Lin
UCSD Computer Engineering and Cognitive Science grad
Experience
Utilized Revit and Unreal Engine to create detailed and accurate digital twins of the UCSD Campus, transforming it into a high-resolution virtual environment through drone-based 3D photogrammetry.
Optimized server performance by developing and deploying AWS Lambda functions, creating HTTP servers, and utilizing Python and boto3 for automated data processing.
Utilized NVIDIA Datacenter GPUs to implement and optimize advanced LLM inferencing, with a focus on efficiency and performance.
Designed RESTful API endpoints in Flask to safely deactivate assets and feeds in a MySQL-integrated web application.
Projects
Developer Journal
Created a privacy-focused note-taking application using AGILE methodologies, improving data security and user experience.
Fossil Fuel Predictor
Developed a SARIMA-based predictive model to accurately forecast future trends in fossil fuel production, leveraging seasonal and historical data patterns to enhance prediction precision.
Triton Delivery
Designed and developed Triton Delivery, an iOS app streamlining food pickup for UCSD students with features like account creation, order submission, and delivery tracking.
Apple Stock Predictor
Developed a Apple stock predictor that applied unsupervised learning (clustering, PCA) for feature engineering and ARIMA modeling to forecast prices, achieving a 52.8% directional accuracy
Keycap Vault
Created web application with a custom scraper to automate keycap data collection, enable CRUD management, and compare user collection against live product listings
Trade Like Politician
Created a data-driven, explainable system that scrapes official U.S. House and Senate financial disclosures and visualizes findings through an interactive dashboard