Douglas F. Email & Phone Number

Mclean, Va, Us

Mclean, Va, Us

Toronto, Ontario, Ca

• Supervised and set the strategic direction for feasibility analytics across the Infectious Diseases & Vaccines Therapeutic Area in partnership with the Feasibility Center of Excellence and Janssen Central Data Science.• Implemented an agile team structure for delivering feasibility analytics that improved delivery and collaboration both within my team of three data science portfolio managers and externally with our key stakeholders.• Identified opportunities to integrate advanced analytics (e.g., artificial intelligence, machine learning) and real-world data into our existing methodology in order to generate innovative new insights for clinical trial teams.

New Brunswick, Nj, Us

• Managed a team of nine data scientists, data engineers, testers, and scrum masters, who develop innovative analytics and data science solutions for business units across the Johnson & Johnson enterprise, using agile methodologies and DevOps best practices.• Developed a clustering methodology for reproducibly building hospital customer segments each quarter, in order to better tailor the sale of medical devices to our customers• Constructed a timeseries forecasting system that predicts monthly support ticket volumes for over 4,000 production applications using a variety of predictive models (e.g. TBATS, ARIMA).• Built a natural language processing pipeline that used correlated topic models to dynamically identify overarching quality and compliance issues being discussed in free-text audit narratives of Johnson & Johnson facilities.• Composed several machine learning models and associated microservice to accurately predict the finance classification of internal procurement requests significantly reducing the need for manual intervention• Conducted market basket analysis of J&J products ordered together on Amazon using graph theory and network analysis techniques to identify opportunities for future promotions.• Led recruiting efforts for data science talent across more than a dozen universities in Southern New England including the development of strategic partnerships, messaging, and interviews.• Deployed two open-source data science projects to Github – a Python library for automating Natural Language Processing tasks and an interactive dashboard for analyzing maternal mortality in New Jersey.

New York, Ny, Us

• Taught two part-time data science courses to 40 analytics professionals using the Python programming language that covered topics such as statistical analysis, machine learning, and natural language processing.• Created dozens of lesson plans and worked with teaching assistants to make the course content approachable for students and current with prevailing data science trends.• Designed homework assignments that reinforced course content and challenged students with new applications of the concepts taught in class.

Mclean, Va, Us

• Managed and led a data science team to deliver statistical analysis and development of analytic web applications for the United States Army Corps of Engineers to help measure the effects of climate change.• Collaborated with engineers, scientists, and academic partners to research the changing hydrology of the United States in order to publish the findings and present them at relevant conferences.• Oversaw development and public deployment of a custom analytics tool that allows users to perform changepoint and trend detection on data from streamflow gages across the continental United States.• Developed statistical models for the Department of Homeland Security that utilized both public and proprietary law enforcement datasources.• Composed an algorithm to identify and correct data quality issues for Department of Homeland Security databases.• Created the curriculum for a two-day class about applications of the R programming language (e.g. statistical analysis, visualization, data wrangling) and facilitated over a dozen training sessions for internal teams and external clients.• Served as lead mentor for the firm’s internal data science bootcamp leading regular discussions with participants and advised them on professional development.

Pittsburgh, Pa, Us

• Worked with professors to improve accessibility and real-world examples for Introduction to Business Statistics.• Held weekly office hours to clarify course content with undergraduate students and graded homework assignments.

Pittsburgh, Pa, Us

• Developed and localized a web application that allows for citizens to use the Google Maps API to view this Census data in an easily readable, customizable format.• Established and engineered a geospatial database that links locations with their Census data for Allegheny County.• Documented and prepared training materials for non-technical managers and users of the web application.

• Maintained and updated a database that probabilistically links records from several Rhode Island State agencies.• Managed and authored the code for creating a cache of over 250 different dynamic indicators.Programmed the front-end and Django web framework for the RI Datahub (http://www.ridatahub.org), which enables users to use cutting-edge visualization software to analyze these indicators.• Researched and compiled statistics about the city of Providence into charts, tables, and maps using ArcGIS.

New York, Ny, Us

Created a custom database to document the wiring systems of a high definition television studio.

Managed and maintained the Daily Jolt webpage for Brown University. Balanced content and advertising on the website. Ran promotional events on campus to increase brand awareness.

Washington, Dc, Us

Worked in the Washington DC Office of US Representative Gary Ackerman. Corresponded with constituents. Prepared briefs about policy issues. Composed press releases for the congressman's webpage. Attended congressional hearings and gave tours of the US Capitol.

Master'S In Statistical Practice, Statistics

Bachelor Of Science (B.Sc.), Statistics