Experience

Gatehouse Bio

• United States
• Biotechnology Research
• 1 - 100 Employee

• Data Scientist and Platform Engineer

  • Mar 2021 - Present

  - Developed and executed machine learning (ML) pipelines to identify small RNA signatures of diseases from NGS data - Worked with partners to identify key disease endpoints - Implemented and evaluated methods for data normalization, discovery, and model interpretation - Generated analyses and visualizations for use in ad-hoc and standardized reports and presentations - Created data pipeline for new experimental technique - Identified acceptance criterion for replicate data - Developed and evaluated numeric endpoint allowing global comparison - Created reports showing results with propagated uncertainties, significance, and decision points - Developed internal packages following software best practices and to enable code reuse and traceability - Refactored existing pipeline scripts to functionalized R package allowing quicker prototyping - Developed reporting R package for standardized and automate reporting, data analysis, and figure generation - Developed and implemented figure and report identification and source data identification system



Epic

• Brazil
• Graphic Design
• 1 - 100 Employee

• Data Analytics Administrator

  • Jan 2018 - Mar 2021

  Manage and support SQL Server and reporting tools for hospital systems Development lead of Epic Hosting analytics team - Developed automated system management processes and pipelines - Developed remote issue identification, correction, and alerting systems - Project planning and prioritization lead Small team lead Manage and support SQL Server and reporting tools for hospital systems Development lead of Epic Hosting analytics team - Developed automated system management processes and pipelines - Developed remote issue identification, correction, and alerting systems - Project planning and prioritization lead Small team lead



University of Wisconsin-Madison

• Higher Education
• 700 & Above Employee

• Graduate Research Assistant

  • Aug 2012 - Dec 2017

  Research in the lab of Dr. Jennifer Reed • Developed method for the incorporation of experimental data into genome scale metabolic models • Analyzed and modelled gene expression, proteomics, and transposon seq data correlations to metabolic fluxes • Developed analysis pipeline for evaluating microbial potential of over 1,000 high production volume chemicals • Developed a method for finding the reduced dimensionality solution space from large linear programs • Lectured as a Teaching Assistant and received Roland A. Ragatz Award for best discussion section TA



Penn State University

• United States
• Higher Education
• 700 & Above Employee

• Research Assistant

  • Aug 2009 - Jul 2012

  Research in the lab of Dr. Andrew Zydney in collaboration with ChromaTan Inc. • Studied hydrodynamic properties of a resin slurry in hollow fiber membranes • Investigated Continuous Countercurrent Tangential Chromatography™ for mAb separation Research in the lab of Dr. Andrew Zydney in collaboration with ChromaTan Inc. • Studied hydrodynamic properties of a resin slurry in hollow fiber membranes • Investigated Continuous Countercurrent Tangential Chromatography™ for mAb separation



Merck

• United States
• Pharmaceutical Manufacturing
• 700 & Above Employee

• Internship

  • May 2009 - Aug 2010

  Two summers in Technical Operations at then Cherokee Pharmaceuticals (formerly and currently a plant of Merck) • Optimized filter dryer cycles and media types for an active pharmaceutical ingredient • Developed and implemented sampling procedures and batch cycle times to improve hydrogenation reaction • Developed protocol for utilizing a LabMax reactor system Two summers in Technical Operations at then Cherokee Pharmaceuticals (formerly and currently a plant of Merck) • Optimized filter dryer cycles and media types for an active pharmaceutical ingredient • Developed and implemented sampling procedures and batch cycle times to improve hydrogenation reaction • Developed protocol for utilizing a LabMax reactor system



Geisinger Health System

• United States
• Medical Practices
• 1 - 100 Employee

• Internship at the Sigfried and Janet Weis Center for Research

  • Sep 2007 - Aug 2008

  Co-op at the Sigfried and Janet Weis Center for Research under Dr. Gerda Breitwieser. • Imaged Ca2+ in mammalian cells to observe Calcium Sensing Receptor response • Assisted with various labs (PCR, western blots, gel electrophoresis, etc.) Co-op at the Sigfried and Janet Weis Center for Research under Dr. Gerda Breitwieser. • Imaged Ca2+ in mammalian cells to observe Calcium Sensing Receptor response • Assisted with various labs (PCR, western blots, gel electrophoresis, etc.)