Machine Learning
TensorFlow, PyTorch, Scikit-learn, Keras
Yuancheng (Kaleo) Cao is a fourth undergraduate at University of California, San Diego studying Data Science and Computing Arts.
He is an interdisciplinary explorer passionate about the intersection of technology, data, and creative expression. With a background in data science, he turns complex datasets into meaningful stories. His studies in computing arts have sparked his love for using technology as a medium for art, allowing him to create dynamic and immersive experiences. He loves art and technology and enjoys developing projects that combine these fields to inspire and innovate. Feel free to browse his portfolio to see some of his recent projects, or connect with him on LinkedIn.
TensorFlow, PyTorch, Scikit-learn, Keras
Pandas, Numpy, matplotlib, Seaborn, Excel, D3.js
SQL, Ray, ETL Pipelines
Probability, Hypothesis Testing, Inference, Linear Algebra, Calculus
p5.js, TouchDesigner, Adobe Creative Suite (Photoshop, Illustrator), Rhino/Grasshopper, Figma
HTML/CSS, JavaScript (Three.js, D3.js), React, Node.js, Django
iOS Development (Swift), Android Development (Kotlin), React Native
Arduino, Raspberry Pi, Sensor Integration, Robotics, Internet of Things (IoT), TinyML
May 2024 β April 2025
Engaged in developing diverse machine learning models, including ensemble regression, computer vision, and NLP systems, to tackle complex business challenges using large-scale, real-world datasets. Worked collaboratively with cross-functional teams to implement and optimize multiple neural network architectures, gaining valuable experience in applying cutting-edge AI techniques to solve practical problems across various domains.
June 2023 β May 2024
Contributed to an interactive public installation at UC San Diego Park & Market, part of a 1.7-mile temporary pedestrian experience from Bay to Balboa Park in San Diego. Engineered the integration of voice playback modules with interactive buttons, while collaborating with cross-disciplinary academics to create compelling physical and digital art installations that promoted design thinking and raised awareness about the housing crisis. Learn more
June 2023 β August 2023
Contributed to an open-source project by optimizing AWS S3 file organization through user-friendly tagging and implementing a custom API for seamless CRUD operations on file metadata. Collaborated with front-end engineers to integrate AWS S3 for an effective file management solution, while conducting cross-cloud compatibility tests to enhance system reliability. Learn more
April 2023 β June 2023
Modeled and optimized 3D assets for the Birch Aquarium Digital Museum, utilizing CyberArchWarehouses' digital museum tools to create an immersive virtual experience. Processed LiDAR scans and photogrammetric data to generate accurate 3D models of aquarium exhibits, contributing to the creation of a comprehensive building information modeling (BIM) model and living digital twin of the facility.