Amanda LaForest
Senior Data Scientist at Daybreak LLC- Claim this Profile
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Mandarin Elementary proficiency
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French Elementary proficiency
Topline Score
Bio
Benjamin C.
Amanda is an excellent student and critical element to every group she is in. Her excellent communication skills, ability to take the initiative, and superb coding skills allowed my work with her to be a breeze. She excels in even stressful and busy environments.
Cass McCharen
Amanda is a driven, brilliant, humble, and thoughtful leader. Her diverse background informs the way she's able to consider problems and projects from multiple different directions at once, while also driving the conversation forward and building a positive environment for everyone. I have been fortunate to serve on student council during her presidency, and both in meetings and sharing with our cohort, Amanda demonstrates endless patience, grace, and mastery holding everything together in an organized and detailed way. I recommend Amanda to lead any team needing a dynamic and brilliant authority who can guide everyone to the best place.
Benjamin C.
Amanda is an excellent student and critical element to every group she is in. Her excellent communication skills, ability to take the initiative, and superb coding skills allowed my work with her to be a breeze. She excels in even stressful and busy environments.
Cass McCharen
Amanda is a driven, brilliant, humble, and thoughtful leader. Her diverse background informs the way she's able to consider problems and projects from multiple different directions at once, while also driving the conversation forward and building a positive environment for everyone. I have been fortunate to serve on student council during her presidency, and both in meetings and sharing with our cohort, Amanda demonstrates endless patience, grace, and mastery holding everything together in an organized and detailed way. I recommend Amanda to lead any team needing a dynamic and brilliant authority who can guide everyone to the best place.
Benjamin C.
Amanda is an excellent student and critical element to every group she is in. Her excellent communication skills, ability to take the initiative, and superb coding skills allowed my work with her to be a breeze. She excels in even stressful and busy environments.
Cass McCharen
Amanda is a driven, brilliant, humble, and thoughtful leader. Her diverse background informs the way she's able to consider problems and projects from multiple different directions at once, while also driving the conversation forward and building a positive environment for everyone. I have been fortunate to serve on student council during her presidency, and both in meetings and sharing with our cohort, Amanda demonstrates endless patience, grace, and mastery holding everything together in an organized and detailed way. I recommend Amanda to lead any team needing a dynamic and brilliant authority who can guide everyone to the best place.
Benjamin C.
Amanda is an excellent student and critical element to every group she is in. Her excellent communication skills, ability to take the initiative, and superb coding skills allowed my work with her to be a breeze. She excels in even stressful and busy environments.
Cass McCharen
Amanda is a driven, brilliant, humble, and thoughtful leader. Her diverse background informs the way she's able to consider problems and projects from multiple different directions at once, while also driving the conversation forward and building a positive environment for everyone. I have been fortunate to serve on student council during her presidency, and both in meetings and sharing with our cohort, Amanda demonstrates endless patience, grace, and mastery holding everything together in an organized and detailed way. I recommend Amanda to lead any team needing a dynamic and brilliant authority who can guide everyone to the best place.
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Credentials
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Gilman International Scholarship Alumni
Benjamin A. Gilman International ScholarshipJan, 2021- Sep, 2024 -
Tableau Essential Training (2020.1)
LinkedInJul, 2020- Sep, 2024 -
Advanced SQL for Data Scientists
LinkedInJun, 2020- Sep, 2024 -
SQL for Data Science
IBMJun, 2020- Sep, 2024
Experience
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Daybreak LLC
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United States
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IT Services and IT Consulting
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1 - 100 Employee
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Senior Data Scientist
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Jun 2022 - Present
• Sectors: National Security, Public Health, & Public Safety• Tools: Python, Bash, AWS, Tableau, Git/Github/Gitlab, SQL/Postgres, PostGIS, VS Code, Flask
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Data Scientist
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Jul 2021 - Jun 2022
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FDA
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Canada
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Advertising Services
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1 - 100 Employee
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Senior Data Scientist
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Jun 2022 - Present
Lead illegitimate product detection efforts within the FDA Center for Devices and Radiological Health to improve screening of violative products before entry into the US medical supply chain. Perform anomaly detection and identify key areas for data quality improvement. Create and tune machine learning models to augment existing fraud prevention architectures. Organize team in biweekly sprints to provide deliverables on time and in accordance with specified requirements.
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Data Scientist
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Jul 2021 - Jun 2022
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Towards Data Science
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Canada
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Internet Publishing
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1 - 100 Employee
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Technical Content Writer
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Jun 2020 - May 2022
• Freelance Writer (see 1st and 4th blogs below) • Towards Data Science Portfolio: https://amawest.medium.com/ • Viewership of >110,000 readers on Medium • Freelance Writer (see 1st and 4th blogs below) • Towards Data Science Portfolio: https://amawest.medium.com/ • Viewership of >110,000 readers on Medium
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University of Virginia
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United States
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Higher Education
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700 & Above Employee
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Graduate Course Grader
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Jun 2021 - Aug 2021
• Graded 59 masters student's assignments for "Practice & Applications of Data Science"• Ran 3-hour class on querying APIs in Python• Met with students 1-on-1 to tutor and answer questions they had on various labs
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Capstone
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Sep 2020 - May 2021
Partnered with InnovateEDU, a NYC-based education nonprofit on a yearlong project to develop natural language processing algorithm that identified underlying structural differences in educational intervention literature. • Explored underlying structural differences in educational interventions using TF-IDF and LDA• Collected & cleaned data from 100k+ research articles and processed results in AWS SageMaker• Followed Agile methodology to meet objectives on time and presented deliverables to stakeholders at the end of each sprint Show less
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Data Visualization Consultant
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Oct 2019 - Apr 2020
Collaborated with data visualization team to complete projects requests for university staff. Consulted on interactive data visualization, UI/UX design, website creation, and geospatial visualization. Contributed tutorials and maintained organization Github account. • Designed online data repository in HTML, CSS, & JavaScript to improve data sharing among research librarians, enhancing information access and equity across university campuses • Collaborated with researchers to improve UX design and functionality to fit stakeholder needs • Created online tutorial on interactive data visualization with R Plotly library for public use • Co-author of pending chapter in Digital Humanities Quarterly for “Visualizing the Future Examples Repository” (approximately Dec. 2020) Show less
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University of Michigan Economics Department
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United States
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Higher Education
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Research Assistant
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Oct 2017 - Mar 2020
Performed data cleaning, entry, and tabulation in Excel, R, and Stata. Conducted literature reviews of the current fiscal and monetary policy literature. Prepared written summaries, presentations, and graphs for lead researchers. Aided in the publication of two research papers under Dr. Aditi Thapar of the Research Seminar in Quantitative Economics. • Employed R (dplyr, foreign, survey) packages to clean and apply survey weights to IPUMS-CPS data as part of analysis of U.S. monetary policy effectiveness by region and age group • Translated documents between Stata and R languages to ensure consistency of results • Won Outstanding Poster for presentation of “Estimating the Effects of Fiscal Policy on the U.S. Economy” at annual UROP Spring Research Symposium, April 2017 Show less
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National Collegiate Taekwondo Association
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United States
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Spectator Sports
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Student Athlete
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Sep 2016 - Mar 2020
• All-American and Scholastic All-American • 1st place in women's black belt division 2017, 2018, 2019 collegiate nationals • 1st place in women's black belt and team sparring at inaugural World University Games • Ranked third in the country for women's +67 kg division in 2018 • All-American and Scholastic All-American • 1st place in women's black belt division 2017, 2018, 2019 collegiate nationals • 1st place in women's black belt and team sparring at inaugural World University Games • Ranked third in the country for women's +67 kg division in 2018
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Grant Writing Intern
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Jun 2017 - Aug 2017
Responsible for developing EU grant proposals towards promotion of budding Albanian tourism industry. Developed proposals, budgets, and cultivated relationships with stakeholders from Turkey, Spain, Italy and Croatia. • Primary author on EU grant proposal (€550,000) “Development of Value Chain along South Albania Touristic Route” to foster creation and development of sustainable tourism through Small and Medium-Sized Enterprise (SME) incubation • Revised EU grant (€16,400) “Supporting the Promotion and Development of Transnational Thematic Tourism Products Linked to Cultural and Creative Industries” at the UNESCO World Heritage Site in Butrint, Albania, including creation of children's hands-on museum and archaeological dig-along Show less
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Clean Water Action
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United States
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Public Policy Offices
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1 - 100 Employee
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Community Organization Intern
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Jul 2016 - Aug 2016
• Mobilized hundreds of individuals in national and state campaigns to protect clean water • Facilitated taking-action through letter-writing, petitions, and calling local representatives • Fundraised $6,000 for the Flint Water Crisis and associated research and lobbying campaigns • Mobilized hundreds of individuals in national and state campaigns to protect clean water • Facilitated taking-action through letter-writing, petitions, and calling local representatives • Fundraised $6,000 for the Flint Water Crisis and associated research and lobbying campaigns
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Education
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University of Virginia, School of Data Science
Master of Science - MS, Data Science -
University of Michigan
Bachelor of Science - BS, Honors Economics -
Beijing Language and Culture University (北京语言大学)
Intensive Mandarin Certificate