*Author, test, and maintain a disease assessment R package that implements overall response and best overall response (confirmed and unconfirmed) following RECIST 1.1 guidelines. The package contains a data standardization layer that allows for generalized calculations across all studies.* Author, test and maintain R packages to facilitate study-specific Medical Data Review. The packages read in SAS files of CRF data, calculate flags and metrics and produce Excel output used for Spotfire dashboards.*Create R Shiny applications for patient profiles, study data configuration forms and other team initiatives to improve Medical Data Review.* Lead team process improvement initiative. Facilitate meetings to map current processes and investigate areas for improved efficiency and quality of team outputs. This includes work towards creating a fully validated R and Spotfire process.*Generate requirements, design specification and testing documentation for verification of R package outputs.

⊕ Co-developer of rGenesis, an R Shiny forecasting application for simulating recruitment in clinical trials. Utilize Bayesian techniques with Gamma-Poisson, Beta-Binomial and Weibull models. Increase efficiency of simulation using data.table and parallel processing. Implement intuitive UI with dynamic data visualizations. Connect to multiple data sources – databases, input csv files, APIs.⊕ Lead developer of the Protocol Design Tool, an R Shiny application that analyzes the impact of inclusion and exclusion criteria on the available patient population for a clinical trial. Ingest and visualize de-identified patient data. Implement data validation on ICD-10 codes using NIH API, and LabCorp test data.  Construct query builder for Citeline API to compare protocols for a given indication, phase, etc. Develop downloadable, custom reports in HTML, RTF or PDF based off exploratory analysis. Create random forest model to determine importance of inclusion/exclusion criteria.⊕ Lead developer on ad-hoc projects. Converted an XML to PostgreSQL ETL pipeline to an API to PostgreSQL pipeline. Pulled address data from OpenStreetMap’s Nominatim API on all Walgreens and Boots locations worldwide and cross-referenced US locations by web scraping State Boards of Pharmacy License information. Geocoded addresses to get latitudes and longitudes for map visualization. Implemented NLP random forest algorithm to classify physician notes from genetic testing as positive, negative or inconclusive for a given biomarker. Implemented text mining algorithm to scrape randomization schedule tables from protocol PDFs, and scrape biomarker data from genetic test results PDFs.⊕ Co-developer of Spotfire dashboards for data visualizations.

Designed, implemented and populated SQL Server databases for retrospective and prospective prostate cancer and bladder cancer research projects.Designed and programmed Access VBA front end applications for data entry.Tracked project management tasks and defects using IBM Rational (RTC, DOORS, and RQM).

Monitored health of item bank databases using statistical analysis in SAS, R and/or Excel.Programmed VBA applications for managing data and tracking business processes.Managed coding projects by conducting feasibility studies, gathering requirements, maintaining project timelines, etc.

- Taught algebra 1 through Calculus BC- Developed and implemented individual and class learning plans and behavior plans- Created professional development and presenting to the department and school

- Taught Algebra 1, Geometry, Honors Geometry, AP Calculus AB, AP Calculus BC, and Discrete Math.- Developed and implemented individual and class learning plans and behavior plans.- Utilized technology to enhance instruction. (Examples include creating class websites, constructing activities in Geometer's Sketchpad and Geogebra, using motion detectors and USB thermometers to gather data and analyze using Logger Pro)

- Taught algebra 1 and algebra 2.- Developed and implemented individual and class learning plans and behavior plans.- Utilized Smart Board technology.

- Ensured the accuracy of changes to rating software (Ratabase).- Maintained and updated databases used in rating.- Worked on side projects to streamline state filings for rate changes such as creating an Access database that reported simulated auto insurance rates for certain individuals.- Received a promotion to Senior Rate Analyst.