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Sam Tyner-Monroe, Ph.D.
Education
Postdoctoral Research Associate
CSAFE, Iowa State University
Ames, IA
Aug. 2019 - Dec. 2017
- PI: Alicia Carriquiry
Ph.D., Statistics; M.S. Statistics
Iowa State University
Ames, IA
Dec. 2017 - Aug. 2012
- Dissertation: Graphical discovery in stochastic actor-oriented models for social network analysis
- Advisor: Heike Hofmann
B.A., Mathematics, Economics, French
Augustana College
Rock Island, IL
May 2012 - Aug. 2008
- Summa cum laude
- Phi Beta Kappa, Pi Mu Epsilon, Omicron Delta Kappa, Dean’s List
Professional Experience
Managing Director, Responsible AI
DLA Piper, LLP
Washington, D.C.
Present - Mar. 2023
- Evaluate clients’ AI governance programs against latest AI standards and regulations.
- Design ML tools for proactive compliance monitoring in a highly regulated industry.
- Lead attorney-client privileged bias audits of clients’ automated decision making systems.
Data Scientist
Tritura Information Governance, LLC
Washington, D.C.
Mar. 2023 - Sep. 2020
- Conduct algorithmic bias analyses for insurance company clients
- Design and implement an R shiny application to write patent applications for US PTO
- Develop R packages for improving internal eDiscovery processes
AAAS Science & Technology Policy Fellow
Bureau of Labor Statistics, Office of Survey Methods Research
Washington, D.C.
Aug. 2020 - Sep. 2019
- Develop interactive visualization applications using R Shiny
- Utilize tweets as data to assess public perception of the Bureau and influence communications policy
- About the AAAS STPF program
Postdoctoral Research Associate
Center for Statistics & Applications in Forensic Evidence (CSAFE), Iowa State University
Ames, IA
Aug. 2019 - Dec. 2017
- Coordinate the summer research experience for undergraduates (REU) from partner schools
- Mentor graduate students on their research projects
- Continue work from time as graduate research assistant
Graduate Research Assistant
CSAFE, Iowa State University
Ames, IA
Dec.2017 - Aug. 2015
- Author educational materials for legal professionals on the use of statistics in forensic science
- Conduct research relating to human factors, statistical computing in forensic science
REU Graduate Student Advisor
CSAFE, Iowa State University
Ames, IA
Aug. 2017 - May. 2017
- Instructed a group of ten students on R coding, statistics, and Github project management
- Supervised research projects on automated shoeprint matching and steganalysis
Graduate Student Fellow, Data Science for Public Good
Social and Decision Analytics Laboratory, Biocomplexity Institute, Virginia Polytechnic Institute and State University
Arlington, VA
Aug. 2016 - May. 2016
- Analyzed and combined data from a variety of administrative, census, and GIS sources
- Consulted with county staff on projects to improve government services in Arlington, VA
- Led groups of undergraduate researchers on data-driven policy projects
Graduate Research Assistant
NORC at the University of Chicago
Ames, IA
Apr. 2016 - Aug. 2015
- Developed a dynamic reporting system to adapt to changes in Illinois’ healthcare marketplace
- Continuation of my summer internship work part time as a consultant
Data Visualization Intern
NORC at the University of Chicago
Chicago, IL
Aug. 2015 - May. 2015
- Designed a multi-use dashboard of education data in Washington state
- Developed a web app with public health, GIS data to uncover potential epidemic regions
- Led four hour-long internal seminars on the theory and best practices of data visualization
Graduate Teaching Assistant
Dept. of Statistics, Iowa State University
Ames, IA
May. 2015 - Aug. 2014
- Instructor for STAT 104: Introduction to Statistics
- Taught weekly lectures and labs
- Wrote and graded exams
Statistical Analyst Intern, Process Management Team
Kingland Systems Corporation
Ames, IA
Aug. 2014 - May. 2014
- Performed data analysis on project and product data to refine internal processes and tools
- Built predictive models used in planning and estimating time to complete sofware development
- Produced graphs and reports to support internal visibility of projects, products, and portfolios
Graduate Research Assistant
Institute for Transportation, Iowa State University
Ames, IA
Aug. 2014 - Aug. 2013
- Modeled curve navigation on rural highways using large USDOT data sets
Graduate Teaching Assistant
Dept. of Statistics, Iowa State University
Ames, IA
Jul. 2013 - Aug. 2012
- TA for STAT 104: Introduction to Statistics
- Graded weekly homework assignments
- Supervised lab sections twice weekly
Honors & Awards
Winner, 2018 rOpenSci Fellowship
For proposal, “Open Forensic Science in R”
Ames, IA
Feb. 2018
- Please see ropensci.org for more.
Winner, Student Paper Competition
Statistical Graphics Section of the American Statistical Association
Chicago, IL
Jul. 2016
- For “Using the geomnet Package”. See Publications
- Awarded at JSM 2016
Runner-up, Young Statisticians Writing Competition
Young Statisticians Section of the Royal Statistical Society
Exeter, Devon, UK
Sept. 2015
- For “The Joy of Clustering.” See publications.
- Awarded at RSS 2015
Alumni Fellowship
Dept. of Statistics, Iowa State University
Ames, IA
Aug. 2012
Publications
I also enjoy writing about my work and sharing my talks on my blog.
Ten Tips for Making the Most of a Virtual Conference
AmStat News, August 2020, Issue #518
Washington, D.C.
2020
Estimating arthropod survival probability from field counts: a case study with monarch butterflies
Ecosphere 11(4):e03082. April 2020
Ames, IA
2020
Evaluation and comparison of methods for forensic glass source conclusions
Forensic Science International, Volume 305, December 2019, 110003
Ames, IA
2019
Network Visualization with ggplot2
The R Journal. 9(1): 27-59. June 2017
Ames, IA
2017
Using the R Package geomnet: Visualizing Trans-Atlantic Slave Trade of Africans, 1514-1866
CHANCE. Sep. 2016. 29(3)
Ames, IA
2016
Evaluation of driving behavior on rural 2-lane curves using the SHRP 2 naturalistic driving study data
Journal of Safety Research. 2015. 54, 17-27.
Ames, IA
2015
Leadership & Service
I am deeply passionate about creating and fostering a welcoming community in my professional life.
Co-organizer of R-Ladies D.C.
Co-organizer of the Washington D.C. chapter of the global organization R-Ladies, which promotes gender parity among R users, R package authors, and members of the R foundation and board of directors
Washington, D.C.
Present - Dec. 2020
- with Arati Krishnamoorthy
Founder & Co-organizer of the Uncoast Unconference
Hackathon-style event for R users and developers living in middle America.
Des Moines, IA
Apr. 2019
Iowa State University Postdoctoral Association
Elected as the postdoctoral representative to the University Committee for the Advancement of Women and Gender Equity to voice the interests of women+-identifying postdocs on campus.
Ames, IA
Jul. 2019 - Aug. 2018
Webmaster, Iowa Chapter of the ASA
Maintain the online presence of the Iowa chapter of the American Statistical Association, the country’s top professional association for statisticians
Ames, IA
Apr. 2019 - Apr. 2018
Co-founder and co-organizer, R-Ladies Ames
Founded the Ames chapter of the global organization R-Ladies, which promotes gender parity among R users, R package authors, and members of the R foundation and board of directors
Ames, IA
Aug. 2019 - Dec. 2016
- with Natalia daSilva
Statistics Departmental Committees
Served alongside faculty and staff as the student member of ISU statistics departmental committees: the Social Committee (2014-15) and the Honors and Awards Committee (2015-16, 2016-17).
Ames, IA
May 2017 - Aug. 2014
The Iowa STAT-ers Club
Led this Statistics Department graduate student organization in multiple executive positions: Secretary (2013-14), Social Chair (2014-15), and President (2015-16).
Ames, IA
May 2016 - Aug. 2013
Workshops Taught
I love teaching R workshops to any audience! I have taught undergraduates, graduate students, and professionals of all levels. Materials from my talks are available at sctyner.me/talk.
Creating Beautiful Data Visualizations in R
A virtual tutorial I taught as a part of useR!2020, which was also co-hosted by R-Ladies D.C. and R-Ladies NYC.
Virtual
Jul. 2020
Creating Beautiful Data Visualizations in R
A 4-hour, 2-day workshop given to Bureau of Labor Statistics and other federal employees on creating data visualizations in R with ggplot2. Teaching this course was a requirement of my fellowship role with the AAAS Science & Technology Policy Fellowships program.
Washington, D.C.
Apr. 2020
R for Epidemiology
Intensive workshop on the basics of R, data cleaning, and visualization using R and RStudio with application to epidemiological data. Presented at the USDA’s National Animal Disease Center.
Ames, IA
May 2018
- with Haley Jeppson
The Life-Changing Magic of Tidying Data
Workshop on tidying messy data sets with the R packages dplyr, tidyr, and others. Presented to the R-Ladies Ames group.
Ames, IA
Dec. 2018
The Week of R
Intensive workshop on the basics of R, as well as data cleaning, webscraping, data visualization, and Shiny in R and RStudio.
Ames, IA
Jun 2017
Webscraping with tidyverse Packages
Workshop on scraping data from the web using the R packages rvest, xml, and others. Presented to the R-Ladies Ames group.
Ames, IA
Feb. 2017
- with Jo Papio, Haley Jeppson, and Heike Hofmann
The Week of R
Intensive workshop on the basics of R, as well as data cleaning, webscraping, data visualization, and Shiny in R and RStudio. Presented at Iowa State University.
Ames, IA
May 2016
- with Eric Hare, Andee Kaplan, and Heike Hofmann
Empowering Women with Self-defense Skills using R
Workshop on data cleaning, webscraping, and data visualization in R. Presented at the 2016 Women in Statistics and Data Science conference.
Charlotte, NC
Oct. 2016
- TA for Heike Hofmann