Experience

Embedded Intelligence

• United States
• Research Services
• 1 - 100 Employee

• Machine Learning Engineer

  • Mar 2018 - Present

  Working on machine learning applications for national security Working on machine learning applications for national security



Anidata

• United States
• Software Development

• Project Lead

  • Jan 2017 - Aug 2018

  Lead and guide Anidata's Anti-Human Trafficking project, done in collaboration with the Fulton County District Attorney's office, to fight commercial sex trafficking. This project iterates over a prototype that scraps web data for search and entity resolution to assist prosecutors in commercial sex trafficking cases. Project page: http://anidata.org/blog/projects/2016/08/22/HT.html Also organized Anidata training bootcamps/workshops to teach data science skillsets. Lead and guide Anidata's Anti-Human Trafficking project, done in collaboration with the Fulton County District Attorney's office, to fight commercial sex trafficking. This project iterates over a prototype that scraps web data for search and entity resolution to assist prosecutors in commercial sex trafficking cases. Project page: http://anidata.org/blog/projects/2016/08/22/HT.html Also organized Anidata training bootcamps/workshops to teach data science skillsets.



Wellcentive

• United States
• Hospitals and Health Care
• 1 - 100 Employee

• Data Scientist

  • May 2016 - Feb 2018

  Applying and exploring machine learning techniques for population health and care management applications. Examples of techniques explored:* Unsupervised learning/clustering* Distance metric learning* Transfer learning* Convolutional neural networks* Recurrent neural networks* Natural language processingPlan and guide team growth through:* Designing and evaluating team processes* Mentoring and guiding more junior team membersBuilding out data science infrastructure using Docker and Ansible for:* Data pipelining* Automated deployments* Automated build and testing Show less

• Software Developer

  • Apr 2015 - Apr 2016

  Developed new internal software tools and new microservices to improve efficiency of internal teamsDesigned, developed and maintained a system to calculate clinical performance for multiple clients, several of which had 250K+ patients and 1000+ of physicians. This system included: * Distributed computation * Distributed cache with Redis * Web UI with interactive data visualization utilizing d3js and angular.jsDesigned and developed new data quality metrics and reports to run over the entire client base (10's of millions of patients) utilizing big data technologies. Technologies used include: * HBase * HDFS * SparkManaged and automated deployments for internal products using Docker and Ansible. Show less

• Data Quality Analyst

  • Jun 2014 - Mar 2015

  Worked with multiple client accounts to:* Identified and resolved data quality issue resulting from multiple clinical and financial systems* Ensure data completeness and quality for insurance and clinical reportingDeveloped and automated internal tools used by the Data Quality team



General Assembly

• United States
• Animation and Post-production
• 1 - 100 Employee

• Bootcamp Instructor

  • Nov 2016 - Sep 2017

  Taught General Assembly's Intro to Python Bootcamp class. The class is a monthly one day event where students are:* Taught the basics of Python programming* Exposed to Python libraries for web development and REST APIs* Exposed to Python tools and libraries for data analysis and data science

• Teaching Assistant

  • Jul 2016 - Oct 2016

  Assisted in the classroom with General Assembly's Intro to Python Bootcamp class. The class is a monthly one day event where students are:* Taught the basics of Python programming* Exposed to Python libraries for web development and REST APIs* Exposed to Python tools and libraries for data analysis and data science



Georgia Institute of Technology

• United States
• Higher Education
• 700 & Above Employee

• Undergraduate Research Assistant

  • May 2011 - May 2014

• Undergraduate Lab Technician

  • Aug 2010 - Aug 2011