Anthony Pineci Email & Phone Number

Pasadena, California, United States

Developed Machine Learning capabilities of Virtualitics Predict, a tool for predictive AI modeling and explainability. Constructed a methodology for choosing dataset instances which provide insight into a model’s functionality. Leveraged open source AI explainability tools such as Lime, Shap, and Alibi to synthesize unique descriptive explanations

Pasadena, California, United States

Constructed ML classification models for cancerous tissue samples analyzed with multiplexed ion beam imaging (MIBI) in Professor Yisong Yue’s lab. Applied new methods for hierarchical classification to improve classification accuracy with precision trade-off

Honolulu, Hawaii, United States

Predicted images of solar Extreme UV (EUV) radiation from corresponding images of He I absorption. Designed physics informed models to address spherical projection of solar images and equatorial emission patterns for network architectures such as U-Net and FCN. Layed foundation for EUV emission prediction of distant stars using ground-based proxy.

Pasadena, California, United States

Conducted study relating to choke and flow brain states in Shimojo Lab (Neuroscience) at Caltech. Modifed video game to conditions of the experiment and performed data analysis of results. Found statistically significant results: induced a choke state under a laboratory setting.

Santa Clarita, California, United States

Analyzed current and desired functionality of electronic controllers for the operation of oil wells. Researched functionalities of suitable micro-controllers to balance performance and cost. Designed an in-house solution using micro-controllers to facilitate ease of use and improve diagnostics.