Amy N. Email & Phone Number

Boston, Ma, Us

• Team lead on equity in data analytics and AI/machine learning thought leadership blog post: https://www.mathematica.org/blogs/advancing-equity-in-policy-research-by-addressing-bias-in-data-analytics• Deep Neural Network (DNN) model creation (NLP) aiding in primary care facilities - pulling data from AWS S3, creating and running analysis jobs• Technical lead on project extracting and manipulating text data (ETL, analysis, and removing PII)• Technical lead on data quality task• Maintaining and updating code base/data pipeline, ETL for data needs (Docker, AWS, EC2). • Data extracts (SQL - MySQL).• Data Validations (Python).• Writing technical specifications• Managing technical timelines and team sprints (Jira and Confluence)Awards• Silver: Recognition for exemplary effort over an extended period of time with team, departmental, or project-level impact that enhances project success/outcome.Corporate Trainings• Task Lead Training

• Maintaining and updating code base/data pipeline, ETL for data needs (Docker, AWS, Aurora, EC2).• Optimizing code for machine learning interpretability and explainability (SHAP/Shapley values) and aiding in model creation (mortality and hospital admissions models) and algorithmic bias for the AI Challenge in Google Cloud (GCP AutoML). https://www.mathematica.org/news/mathematica-one-of-seven-finalists-in-centers-for-medicare-medicaid-services-artificial-intelligence• Predictive modeling• Automation engineering in Python.• Using PySpark and Spark SQL in Databricks to query and manage large datasets.Tools: Python, SQL, PySpark, Databricks, AWS (EC2, S3, Comprehend, Macie, Aurora), Google Cloud Platform, Git, Jira, Confluence, VSCode

Ann Arbor, Mi

Data Science• Developed a tax return quality check tool for sensitive data, using pdf scraping techniques. • Debugged tool to ensure it was production ready and updated it to comply with the needs of the employees. • Oversaw installation and launched software on client data.• Collecting scraped data from this tool for future analysis.• Encrypting and storing data for remote access.Teaching• Created and delivered lectures to PhD, Master's and undergraduate level students for basic Python and data manipulation in JupyterLab using pandas and NumPy.

Ann Arbor, Mi

• Project Manager and Lead Data Consultant for the D4G Consulting group.• Founded a consulting group to meet the needs of international non-profits. • Oversaw the work efforts of the consulting group, including the creation of a website using AWS, topic modeling of NGO reports, and the design and development of a secure database.• Managed hours and annual budget.• Set up recruitment, interviews, and hiring for incoming candidates.https://www.data4good.center/#about

• External consultant to the International Federation of the Red Cross (IFRC), providing research to support decision-making for their Strategy 2030. Primary research covered whether they should or should not include biometric data in their digital identification strategy.• Conducted interviews with non-profit executives and blockchain and biometric experts to create recommendations on IFRC biometric and digital identification technology practices.• Research efforts were combined with those from emerge85 and the IFRC.Publication of the research can be found here: https://future-rcrc.com/2019/01/15/the-promise-and-peril-of-digital-identification-for-aid-distribution/

• Created technical documentation for non-technical individuals (team members and the public).• Managed 2 team members and 20 Olympic and professional athletes.• Oversaw and collaborated on general user testing, alpha testing, and beta-testing for the web application.• Led marketing team efforts across multiple digital platforms.

Detroit Metropolitan Area

• Aided in the design and development of the web-based application, including: branding, usability, edge cases, and marketing efforts.• Researched and applied current and emerging design technologies.• Studied and reported on target user population health outcomes.https://www.cartrides.com

Master'S Degree, Data Science And Analytics

Activities and Societies: MDST - Michigan Data Science Team; Master's Thesis - Refugee Connectivity𝐂𝐨𝐮𝐫𝐬𝐞𝐬: Programming (Python, SQL).

Bachelor Of Science - Bs, Biology/Zoology & Environmental Science

Activities and Societies: Hoofers Mountaineering𝐒𝐞𝐧𝐢𝐨𝐫 𝐓𝐡𝐞𝐬𝐢𝐬: Focused of the impact of land development on zooplankton species.