Michael D. Email & Phone Number
Who is Michael D.? Overview
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Michael D. is listed as Forward Deployed Senior Data Scientist at Govini, based in Washington Dc-Baltimore Area, United States. AeroLeads shows a matched LinkedIn profile for Michael D..
Michael D. previously worked as Lead Data Scientist at Booz Allen Hamilton and Principal Engineer at Pratt & Whitney. Michael D. holds Master'S Degree, Information & Data Science from Uc Berkeley School Of Information.
Email format at Govini
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About Michael D.
Systems Engineer & data scientist with expertise in aerospace propulsion systems analysis, actionable data insights, and the full data stack. Inclusive & collaborative leader with strong experience in python development. Curious and always seeking opportunities to learn from others.Technical Skills:Python, R, MS Office, SQL, Django web framework, Tensorflow, AGILEExpertise:Data analytics, data-viz, full-stack development, reliability, forecasting, machine learning, statistics, time-series, MRO, propulsion systems, aviation
Michael D.'s current company
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Michael D. work experience
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Lead Data Scientist
Principal Engineer
Engine Design & Systems Integration - Aftermarket Analytics- Own analytics for engineering life cycle cost - identifying gaps and aligning with leadership on risk prevention; created automated dashboard capability from scratch, significantly improving lead time on issue identification.- Built automated understanding of turbofan engine reliability through statistical methods like Weibull, saving 40 hours of work through automation.- Automated value stream part tracking from the factory to the field and built enterprise-dashboard to visualize product flow.- Designed and deployed full-stack algorithms for forecasting engine deterioration, improving accuracy and speed to customer.- Developed front-end and back-end of Django-based python application with customers across the enterprise for interactive data visualization.- Built standard work on data analytics to improve data maturity at Pratt & Whitney to ensure consistent processes and knowledge transfer.- Engaged with senior leaders on data analytics strategy within P&W engineering.
Senior Engineer
Engine Design & Systems Integration - GTF Field Support Team Lead- Led engine investigations through polished data analysis & technical interpretation of field events in a high-pressure environment.- Leader in developing algorithms that monitor performance and operability issues in the product fleet, decreasing time to resolution.- Coordinated process improvements, including development of on-demand dashboard analytic tools in python that replace old and slow email alerting systems, saving 8 hours of work a week for practitioners.- Provide concise, well-written documentation of data findings for both internal customers & airlines dependent on prompt communication & precision.- Mentor & lead inexperienced team members by providing technical guidance and writing standard work, ensuring a growing technical proficiency.
Engineer
Engine Design & Systems Integration - GTF Field Support- Communicated to airline customers the benefits of engine water wash to time on wing and performance by presenting at customer conferences.- Aided in the design & validation of risk mitigation options for product safety by building algorithms in python and automating simulations.- Conducted data mining & big data studies using steady state & full-flight performance data to understand the fielded product, improving safety.- Improved the processing time for full-flight simulations of transient field data by over 50% via development of an automated process.- Overhauled the field support engine deterioration monitoring process, moving it to a more robust & user-friendly python environment, saving ~16 hours of work a week.
Graduate Teaching Assistant
- Taught and managed the laboratory portion of "Intro to Aerospace Engineering" during Spring 2017, where students conducted experiments into aerodynamics and designed a foam glider. - Graded homeworks, exams, and projects, and taught the MATLAB module for "Intro to Systems Engineering" during Fall 2016.
Research Assistant
- Managed, conducted, and oversaw research projects in gas turbine combustion for aviation and power generation.- Developed and optimized data analysis code using MATLAB.- Designed testing facilities for combustion tests using Solidworks and integrated data acquisition and software using LabVIEW.- Authored and presented professional reports and presentations to industry partners.
Michael D. education
Master'S Degree, Information & Data Science
Master Of Science (Ms), Aerospace Engineering & Engineering Mechanics, 3.8/4.0
Bachelor Of Science (B.S.), Aerospace Engineering & Engineering Mechanics, 3.6/4.0
High School Diploma
Frequently asked questions about Michael D.
Quick answers generated from the profile data available on this page.
What company does Michael D. work for?
Michael D. works for Govini.
What is Michael D.'s role at Govini?
Michael D. is listed as Forward Deployed Senior Data Scientist at Govini.
Where is Michael D. based?
Michael D. is based in Washington Dc-Baltimore Area, United States while working with Govini.
What companies has Michael D. worked for?
Michael D. has worked for Govini, Booz Allen Hamilton, Pratt & Whitney, and University Of Cincinnati.
How can I contact Michael D.?
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What schools did Michael D. attend?
Michael D. holds Master'S Degree, Information & Data Science from Uc Berkeley School Of Information.
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