Experience

Rainbow

• United States
• Insurance
• 1 - 100 Employee

• Staff ML Engineer

  • May 2023 - Present

  SF Bay Area



Affirm

• United States
• Financial Services
• 700 & Above Employee

• Senior Machine Learning Engineer

  • Oct 2019 - Feb 2023

  San Francisco, CA



Proteus Digital Health, Inc

• United States
• Pharmaceutical Manufacturing
• 1 - 100 Employee

• Staff Data Scientist

  • Jan 2019 - Sep 2019

  • Lead Data Scientist appointed to launch a digital medicine software platform with a major external collaborator ◦ Established data science roadmap with cross-functional team of stakeholders, both internal and external ◦ Translated statistical models from external collaborator onto our internal system

• Senior Data Scientist

  • Jan 2018 - Jan 2019

  • Built triage report in Python, a rules engine to help clinicians prioritize patients • Created Redshift DB for product research data set • Contributed code to ETL of electronic medical records • Co-developed machine learning model to predict treatment trajectory • Made python library for group’s common code; led adoption of coding style • Developed algorithm for estimating respiration rate • Presented visualization of patient outcomes for executive… Show more • Built triage report in Python, a rules engine to help clinicians prioritize patients • Created Redshift DB for product research data set • Contributed code to ETL of electronic medical records • Co-developed machine learning model to predict treatment trajectory • Made python library for group’s common code; led adoption of coding style • Developed algorithm for estimating respiration rate • Presented visualization of patient outcomes for executive audience



Insight Data Science

• United States
• Higher Education
• 1 - 100 Employee

• Fellow at Insight Health Data Science

  • Sep 2017 - Dec 2017

  San Francisco, CA - Created the web app PostImprover to increase user engagement with an online health forum - Developed a random forest classifier to predict posts with few comments; suggest similar posts that have multiple comments; parsed 90k posts from depression subreddit with Python - Develop interactive front end with Flask, Bootstrap, and AWS



Meyer Sound

• United States
• Appliances, Electrical, and Electronics Manufacturing
• 100 - 200 Employee

• Research Scientist

  • Jan 2012 - Sep 2017

  Berkeley, CA I spearheaded research efforts in human perception of sound including: - developing digital signal processing algorithms that resulted in 2 patents, - creating a novel speech intelligibility metric to predict acoustic clarity, - writing GUIs for R&D projects, - and bringing other proprietary projects to market. I reported directly to the CEO and led a team of up to 10 engineers.



Stanford University

• United States
• Higher Education
• 700 & Above Employee

• Researcher

  • Oct 2011 - Jan 2012

  Stephen Baccus's Lab (Neurobiology) I built state­-of­-the­-art recording system for a retina preparation to control a visual stimulus in real time, enabling experiments that dynamically explore response properties



Harvard University

• United States
• Higher Education
• 700 & Above Employee

• Doctoral candidate, Post-doc

  • Feb 2004 - Jan 2010

  Markus Meister's Lab (Neurophysiology) Research in the field of experimental neurophysiology: - I designed time­-division multiplexing of analog signals for a novel wireless recording device that allowed neural recordings from animals behaving freely in an outside environment. − I analyzed neural response with respect to behavior, introduced surgical implantation of an electrode array to the lab and trained other graduate students in the technique. − I spent three semesters as a teaching assistant to 50 students… Show more Research in the field of experimental neurophysiology: - I designed time­-division multiplexing of analog signals for a novel wireless recording device that allowed neural recordings from animals behaving freely in an outside environment. − I analyzed neural response with respect to behavior, introduced surgical implantation of an electrode array to the lab and trained other graduate students in the technique. − I spent three semesters as a teaching assistant to 50 students developing lesson plans and leading sections. Show less



Abbott

• United States
• Hospitals and Health Care
• 700 & Above Employee

• Summer Intern

  • Jun 1999 - Aug 1999

  Quality assurance on an FDA-approved medical device.