Peter Gibson

Data Analyst with a strong background in big data, machine learning engineering, and record linkage. Over 3 years of working experience using Python and SQL, primarily utilized through Databricks. Passionate about learning new perspectives and novel techniques, positively contributing to my community, and working on teams as demonstrated through my roles in public health informatics, the Peace Corps, as an NCAA athlete, and as a residential adviser.

Data Analyst – Data Science Support Unit

Washington State Department of Health · Tacoma, WA · Jan 2021 - present

• Engineered a database and analytical pipeline to produce a multi-generational, representative synthesized population of Washington state.
• Deployed a customized deep learning record linkage model, trained on my synthetic population. The model is currently responsible for linking Washington state’s over 23 million negative COVID labs to their proper positive cases.
• Remodeled my agency’s negative COVID lab analytic pipeline to run 10x faster whilst using a smaller GPU, cutting the process’ daily costs 100-fold.

Indiana Department of Health · Indianapolis, IN · July 2020 - Jan 2021

• Developed a Python package, ADTdq, to parse HL7 ADT messages and assess them for data quality.
• Refined query definitions for over 60 communicable diseases using NLP and regular expressions.

Peace Corps · Iringa, Tanzania · July 2019 - March 2020

• Taught AP & college level physics classes to over 240 boys aged 18-23. Students showed a median improvement of 14%, as reflected by test scores.
• Organized a computer-less programming (Python) club of over 100 students to improve critical thinking and problem-solving skills.

Willamette University · Salem, OR· August 2016 - May 2019

• Created a Python program that has planned over 400 prospective student visits, decreasing staff time needed by hundreds of hours per year.
• Developed strong customer relations skills working with prospective students and parents to ensure productive and meaningful visits.
• Created a new employee training program for using Slate, a customer relationship management tool (CRM).

Research Assistant - Astrophysics

Maria Mitchell Association · Nantucket, MA · May 2018 - October 2018

• Designed and implemented research to measure projected orientations of galaxy clusters from the Cosmo-OWLS simulation.
• Engaged public with clear, entertaining communication about astrophysical phenomena.
• Learned efficient coding practices managing data files containing millions of rows.
• Presented research findings at the 233rd American Astronomical Society (AAS) conference.

Research Assistant - Astrophysics

Lehigh University · Bethlehem, PA · May 2017 - September 2018

• Automated analysis of over 4 million data files using Python, each containing roughly 5,000 photometric observations.
• Identified and catalogued over 10,000 detached eclipsing binary star systems from the KELT photometric survey.
• Continued researching 5 hours per week (gratis) for over one year to achieve the project goals.

Residential Housing Association - Residential Advisor

Willamette University · Salem, OR · August 2016 - May 2017

• Selected through an extremely competitive process to assure the well-being of 28 students.
• Taught safe-sex practices, self-care techniques, and the dangers of drug abuse through systematic community programming.
• Honed empathy and communication skills while mediating conflicts between residents.

Willamette University

Bachelor of Arts, Salem OR

Major: Physics

Cum Laude, G.P.A: 3.81