Data Scientist Resume
Indianapolis, IN
SUMMARY:
Engineer with expertise in R and Python to create data - wrangling pipelines, to apply Machine Learning and to visualize profound insights. 10+ years’ experience at Confidential leading cross-functional teams to investigate and solve difficult problems, giving 100+ technical presentations to key stakeholders.
APPLICATION SKILLS:
Development: VS Code, R Studio, Jupyter Notebook, MATLAB
Automated Publishing: Markdown for R & Python, Plotly, Dash
Business Intelligence: Tableau, JMP, MiniTab, Excel
EXPERIENCE:
Confidential, Indianapolis, IN
Data Scientist
Responsibilities:
- Developed broad knowledge of data science in Python, using Pandas, SciKit Learn, TensorFlow and Plotly.
- Created 14 hypertuned ML models with Python and SciKit Learn, examining 300 features for reduction.
- Full Stack Web App:
- Deployed a full stack Python interactive dashboard on Heroku via Git CLI for visualizing sleep data.
- Implemented web scraping in Python using Selenium to login to website and get new data.
Confidential, Indianapolis, IN
AE Defense Design Engineer, Rotatives Specialist
Responsibilities:
- Developed R Markdown reports for statistical analyses, saving 10 wks. of labor vs. colleague using MiniTab.
- Extracted contents of 10,000 PDFs via OCR with R, yielding a searchable database for business units.
- Improvement Project for Process Excellence Leadership Academy:
- Led team’s EDA by providing reports with summary statistics, interactive plots and process flow maps.
- Developed Excel VBA to transform inspection data for web app upload, expected yearly savings > $50K.
Design Engineer
Confidential
Responsibilities:
- Designed several new components for engines on large civil aircraft, integrating knowledge from many subject matter experts, presenting progress at 100+ gated reviews.
- Purdue Data Analytics Capstone Project for Confidential:
- Analyzed robustness of a new rotor balance concept, quantifying feature uncertainty of model in R.
- Conducted Monte Carlo analysis in MATLAB, predicting new concept’s capability with 95% CI limits.
Confidential, Indianapolis, IN
Rotatives Design Engineer
Responsibilities:
- Contracted to work onsite at Confidential, supporting major safety investigation, designing test program.
- Created Excel VBA plugin to mine engine parts lists, producing a family tree graphic, still used today.
