Timothy Mushrush
Experience
Senior Data Scientist Analyst | Derco a LM Company | Sep 2023 - Present
Lead Developer - Tools/Apps /Automation for Entire Business
Developed Windows Applications for non-tech users using Python and Qt.
Created automated web scraper to get Lockheed internal data using Python (selenium).
Built systems that automatically run scripts for production on a schedule using cronjobs and a Linux Redhat Server.
Created furnished data tables in a SAP HANA data warehouse for analysts and business professionals to use. These data tables were written using SQL.
Discovered and integrated methods for getting data in and out of our production database and a data warehouse using bash scripts and Python (pyodbc or hbdcli).
Data Engineer | F35 Tools and Data Analytics Team | 2020 – Sep 2023
Identified the Best F35 Mod Packages Possible
Found optimal sets of mods using Python despite the possible combinations being exceedingly large: 40K+ Mods across 1000+ aircraft equals =Â ~1033 combinations.
Built process that automatically pulls data and publishes to a Tableau Dashboard.
Modernized F35 Mod & Sustainment Data Pipeline and Requirements
Designed and developed the forms, pipelines, and work instructions surrounding the new data requirements for 15+ customers from different countries.
Translated and wrote the initial data requirements for each customer totaling 100+ sheets of requirements which equaled tens of thousands of rows of data to parse.
Automated the Creation of Major F35 Mod Planning Deliverables
Automated the work of four F35 Mod Engineers saving 4,156 labor hours a year using my Python and SQL skills.
Developed Simulations/Processes to Model/Predict F35 Program Properties
Monte-Carlo simulation in python to predict monthly flight hours of 1000+ F35s.
Python script that automatically determines down time for all F35s.
Project Engineer | F35 Strategy Team | 2019 – 2020
Prototyped Process Resulting in LM Winning Exclusive Consulting Rights
Won billions in funds for Lockheed. I designed/built a process for planning upgrades of the entire fleet of F35s.
Analyzed and profiled a wide array of unstructured, incomplete, and inadequate data to model the F35 program in its entirety then make a plan in turn with that info.
Project Engineer | F35 Engineering Project Office | 2018 – 2019
Recruited, trained, and sourced funding for nine engineers to complete hundreds of suppliers' engineering technical evaluations to meet an urgent contract deadline.
Ghost wrote RFPs on behalf of customers in response to information requests that included ROM Estimates of engineering costs and labor.
Coordinated review of 120 suppliers to evaluate their ability to meet current and future demand for parts by the F35 program.
Systems Engineer Asc. | F35 Change Management | 2017 – 2018
Wrote requirements/standards for a new process which provided a way for Lockheed and our customers to expedite the completion of Major Cange Requests (CRs).
Integrated the feedback and needs of EVERY department in the F35 LOB for hundreds of Major CRs which are engineering change proposals submitted to customers.
Education
M.E. in Aerospace Engineering | UT Arlington | Aug 2022
Focus of Studies:
Analysis
Aerodynamics
B.S. in Aerospace Engineering | UT Arlington | Dec 2016
Minors:
Biology
Chemistry
Mechanical Engineering
Certifications and Continued Education
DataCamp
Monte-Carlo Simulations with Python
Data Engineering with Python
Data Science with Python
Udacity
Programming for Data Science with Python
Skills
Data
Analysis
Engineering
Science
Presentation
Requirements
Modeling
Languages/OS
Python
SQL
Linux
Markdown
ReGex
LaTex
Communication
Internal
Customer-Facing
Sales (Vision/Strategy)
Teaching and Training
Enterprise Tools
Git
Atlassian
Tableau
SAP
Docker
Foundational Skills
Problem Solving
Analytics
Mathematics
Logic
Critical Thinking
Software Development
Modern Tools
Best Practices
Agile Dev
Digital Transformation
Systems & Project Engineering
Requirements
Change Management
Configuration Control
Defense Contracting