Engineer | Data Scientist | Researcher
bidata.io
[email protected]
calend.ly/BroaderImpact
Github: @BroaderImpact
Linkedin: @BroaderImpact
Kaggle: @BroaderImpact
Skills
R
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SQL
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MLOps
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Python
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MATLAB
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DevOps
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Expertise
Machine Learning
Supervised, unsupervised, and reinforcement learning
Political Data Science
Predictive and retrospective electoral modeling, voterfile and data warehouse management, nonprofit and labor CRM
Biomedical Research
in silico, in vivo, and in vitro research in pharmacology, oncology, and cardiology
Sociopolitical Research
Surveys, focus groups, and targeting in participatory action research
Relevant Work Experience
2023 - Present
2018 - Present
Data Science Manager, Medical Voice of Customer Analytics @ GSK
Philadelphia, PA
- Generates reliable, versatile suite of models, tools, and systems for natural language understanding, enrichment, and generation
- Provides steady flow of unstructured data to clear and actionable information for stakeholder consumption
- Fosters partnerships within NLP team, and across the enterprise
- Proactively identifies new opportunities for increasing the scale and scope of impact as a team, and sees them through to a result
- Guides and teaches others to develop their NLP skills
- Champions culture and vision, serving as an agent of positive transformation within NLP team
Founder + CEO @ Broader Impact Data Services
Washington, DC
- Models and sets organizational culture, values, and behavior
Leads and motivates high-performing startup in executing company vision
- Provides clients with responsive, white glove service and the tools needed to make data-driven decisions
- Designs machine learning algorithms for predictive and retrospective modeling
- Creates elegant data visualizations to bring real-time analytics to client dashboards
- Responsibly plans, implements, and deploys AWS and GCP cloud infrastructure
2022
Research Director @ Faith in Action
Washington, DC
- Built and led team of statisticians, legal experts, and policy researchers in pursuing organizational research goals
- Created research agenda that centers race and racial justice in civic engagement and advocacy
- Developed and validated research designs using survey, experimental, program and other observational data
- Utilized machine learning frameworks for predictive modeling and retrospective analyses
- Generated ideas for persuasive research products and supervised the execution of those products including reports, white papers, fact sheets, messaging guidance, and op-eds
2020 - 2021
Data Engineer and Coordinator @ National Domestic Workers Alliance, Care in Action
Washington, DC
- Devised data visualization and reporting strategies for nationwide campaigns
- Developed APIs and data engineering solutions through scrum and agile project management
- Utilized algorithmic targeting strategies to reach ideal voter base of low-propensity women of color
- Formed Strategic Data Team, a collaborative partnership between Tech, Data, and Digital Teams to develop unified codebase and internal ticketing system
- Owned data warehouse management, 3rd party data vendor relationships, NGP VAN relational database, SmartVAN campaigns and voter file access