Experience

Kosmos by EchoNous

• United States
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Principal Machine Learning Scientist

  • Nov 2022 - Present

• Senior Machine Learning Scientist

  • Jul 2020 - Nov 2022

• Machine Learning Scientist

  • Dec 2018 - Jul 2020



Insight Data Science

• United States
• Higher Education
• 1 - 100 Employee

• Data Science Fellow

  • Sep 2018 - Nov 2018

  -Developed web application that automates market research by recommending changes to homemade products on Etsy.com & predicting impact of changes on price. -Trained and optimized machine learning models on 2.8M+ products with 2.6M+ features to group product features into similar topic clusters (Latent Dirichlet Allocation) and predict the price of new products (Gradient Boosting Regression Trees). -Tuned prediction model hyperparameters and cross-validated against hold-out test sets to achieve R2 of >0.7 and Mean Absolute Error of $5. Show less



University of Washington

• United States
• Higher Education
• 700 & Above Employee

• Graduate Research And Teaching Assistant

  • Sep 2012 - Aug 2018

  - Elucidated atomic structure of molecules from pathogenic bacteria and found interactions with immune system, leading to better understanding of disease progression (Typhoid, Shigellosis, Enterohemorrhagic E. coli.) and identified new targets for antibiotic development. - Implemented novel algorithms in Python to track and visualize dynamic changes in atomic structure of molecules using mass spectrometry data consisting of 10M+ molecule fragments. - Specialized in enzymology & structural biology techniques using Nuclear Magnetic Resonance, X-ray Crystallography, Hydrogen-Deuterium Exchange Mass Spectrometry and Small-Angle X-ray Scattering. - Designed research projects, wrote papers, and taught undergraduate biochemistry courses (Bioc 406, 440, 441). Show less



Western Washington University

• United States
• Higher Education
• 700 & Above Employee

• Undergraduate Research and Teaching Assistant

  • Sep 2007 - Jun 2012

  - Majored in Biochemistry with minors in Computer Science & Mathematics. - Performed experiments in Chemistry Department studying atomic structure of computationally designed novel therapeutics to find new treatments for hemophilia. -Designed algorithms in Computer Science Department using dynamic programming and clustering (K-means) to predict conserved RNA structures across 1K+ genomes. - Undergraduate teaching assistant for Chemical Concepts (Chem 101), General Chemistry series (Chem 121,122,123), Organic Chemistry (Chem 251) and Polymer Chemistry (Chem 308). Show less