Daniel Carroll Email & Phone Number

United States

United States

Greater Denver Area

• Leading machine learning development efforts inside of Aetna’s digital transformation wing
• Advancing deep learning based R&D projects including search and content recommendation. Graph convolutional networks, XLNet etc..
• Developing standard practices for deep learning at Aetna
• Advising on modern data science workflows for Aetna's evolving cloud infrastructure

Denver

• Led AI development efforts inside of Aetna’s digital transformation wing
• Built partnerships with other actors in AI space
• Developed deep learning based R&D projects

Alexandria, Virginia

• Won Booz Allen Hamilton's NGA Innovation award for work to advance NGA's operational capability via machine learning techniques.
• Lead Data Science scrum team for development of enterprise level analytics project for NGA.
• Acted as Data Science liaison for development of program level architecture.
• Provided training for team members in applied mathematics, machine learning and cluster computing.

Tucson, Arizona Area

• Lead SBIR effort to develop battlespace modeling and intelligence asset tasking engine, incorporated lambda architecture design and multi model reinforcement learning based system.
• Lead data modeling effort for experimental UAV program, developed Conceptual Logical and Physical data models for the aircraft and its subsystems. Data models were used to generate executable code on test aircraft.
• Lead small software tool development effort, 12 people over 6 months, to support FACE data modeling.

Patuxent River Naval Airstation

• Conducted applied mathematics research related to isogeometric methods.
• Developed models for aircraft part failure using deep learning.

Lexington Park, MD

Programming, Designing and Debugging: Programmed and debugged Microsoft Access and VBA code to assist in the development of the Test Information Management System (TIMS). Was given the opportunity to design certain features of the system. IT: Assisted the IT department through installing projectors, fixing faulty cables, and lifting heavy objects.Help.

• Programming and Analysis: Designed and implemented SQL queries to assist faculty in data analysis.
• Reduced data, compiled Excel spreadsheets, and designed graphs.