CV

Visiting Research Scholar

Harvard Medical School

• Accepted as a visiting research fellow at Harvard DBMI through a highly competitive application process.
• Currently developing a novel machine learning architecture to deal with missing and imbalanced modalities.

Research Associate

Struct. Sys. Bio at Biodesign Institute at ASU

Worked as a Research Associate in the Singharoy Lab. Lead research for my honors thesis to utilize deep ML methods with statistical mechanical methodologies.

• Lead and wrote a project on discovering free energy pathways with reinforcement learning
• Developed a molecular differentiable simulator for Jax based on TorchMD
• Helped develop novel conditional generative models for deriving free energy pathways
• Implemented and tested several physics-informed models.

Visiting Research Scholar

Carnegie Mellon University

Accepted as a visiting research fellow in CMU Statistics through a highly competitive summer research program.
• Created and a novel methodology for using stochastic simulators for soccer game predictions. Our method had comparable results to models trained directly on scores.

Assistant Researcher under Ferran Garcia Pichel at Biodesign Institute

Pichel Lab Biodesign Inst.

Developed a Python Plugin for Qiime2 for the relationship between ribosomal gene copy number and size.

Assistant Researcher

Cao Lab Biodesign Inst.

• Conducted data engineering and analysis on genomes assembled from a metagenome in order to study the strain level variance within microbiome communities.
• Implemented a web system that highlighted which genes present in a pathway for particular cyanobacteria species using PFAM’s Hidden Markov Model package, JavaScript, SQL databases, shell and Python.

Software Engineer, Intern

Western Tool & Supply

• Implemented and trained an LSTM Recurrent Neural Network to predict customer purchase likelihoods. • Integrating and using Bluetooth LE between microcontrollers and Google Chrome into their IOT system.

Virtual Helios Scholar

TGEN

Due to covid, the Helios Scholars Program was moved to a virtual format.

PhD Student

Carnegie Mellon University

• Advised by Prof. Jian Ma and Prof. Eric Xing.

B.Sc. Honors Student

Arizona State University

• Double Major in Mathematics (4.0) and Computer Science (4.0)