David Bruce B.


830 dollar

Mon expérience

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Applied Nonprofit ResearchNovember 2017 - Présent

- Analyze public records on tax exempt entities for deep insights into the nonprofit sector
- Use natural language processing to establish concept-based similarities between nonprofits
- Expert witness in major intellectual property dispute
- Advised US Congress and General Accountability Office concerning analysis of public records
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Open990November 2017 - Présent

- Non-profit website bringing radical transparency to non-profit sector
- Manage over 70 offshore freelancers to develop React-based website on a multi-cloud stack
- Achieve high automation through the creation of a cloud-native, open-source ETL framework
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Charity NavigatorApril 2016 - November 2017

* Created Spark-based data “decoder," driving sector-wide change in business practices
* Led 8-person agile team to decrease cost and time to market of core product
* Recruited academic and industry partners to develop new product methodology
* Hired as Lead Data Scientist, promoted to senior management in 2017
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Princeton UniversityJuly 2010 - March 2016

* Managed 3-student team developing massive-scale simulation technology
* Pursued text analysis projects in genomics and social science
* Filed provisional patents on a novel simulation engine
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Broad Institute of MIT and HarvardApril 2007 - May 2010

* Engineered high-throughput data mining pipelines based on MapReduce framework
* Accelerated research by creating an object-oriented data exploration platform
* Contributed to 148 genomes released by GenBank
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Abt AssociatesMay 2006 - April 2007

Created an automated search tool for identifying facilities lacking EPA permits. Developed a PHP-based templating system for building federal agency web apps. Developed faster, more reliable data engines for existing tools.

Mes compétences

Analysis methods and tools

Agile Methodology


Algorithms, Upcast, Data analysis, Leadership, Project Management, Strategic Planning, Data Science

Big Data

Data Visualization, Big Data

Business Intelligence



AWS, MapReduce, ElasticSearch, Machine Learning


MySQL, Google BigQuery

Environment of Development

CircleCI, Travis CI

Machine Learning

Logistic Regression, Linear Regression



IT Infrastructure

Terraform, Cloud Computing, Amazon Redshift, Amazon EC2



Mes études et formations

Doctor of Philosophy (Ph.D.), Quantitative & Computational Biology - Princeton University2010 - 2015

BA, Philosophy - Brandeis University2002 - 2005