About Me
Introduction
I am an Industrial Engineer with manufacturing experience of over 15 years. Proficient in applying data analysis and lean principles in process improvement initiatives, cost savings estimates, time studies, capacity analysis, work schedules, rate modifications, staffing requirements, and performance metrics.
I'm currently learning deep learning with Tensorflow
Skills
Technical levelSoftware
Languages and ApplicationsData Analysis
Exploratory Data Analysis
80%Regression
75%Machine Learning
60%Data Viz
80%Time Series Forecasting
70%Industrial Engineering
LeanProcess Improvement, A3
85%Impact assessments
85%Metric Reporting
90%Capacity, Staffing Analysis
85%Line Balancing
85%Cost Forecasting
85%Precedence Network Analysis
85%Experience
My personal journeyMS Industrial Engineering
New Mexico State UniversityBS Industrial Engineering
University of Texas at El PasoIndustrial Engineer Mgr
Lockheed Martin- Aero, F35Industrial Engineer Asc Mgr
Lockheed Martin- Aero, F35Industrial Engineer Stf
Lockheed Martin- Aero, F35Industrial Engineer Sr
Lockheed Martin- Aero, F35Industrial Engineer
Lockheed Martin- Aero, F35Industrial Engineer Asc
Lockheed Martin- Aero, F35Operations Engineer Asc
Lockheed Martin- MFC, GMLRSAccomplishments
Technical achievements
AI Fundamentals Practitioner Badge
AI Fundamentals Skills Badge
Google Advanced Data Analytics Certificate
Statistics and Probability for Python Skills Badge
LM21 Green Belt
Portfolio
Recent projects
Machine Learning Prediction
Random Forest and XGBoost classification model python predictions of survival on a fictitious spacecraft
Check out my notebook
Kaggle Notebook
2 Sample Hypothesis T-test
Utilizing hypothesis testing t-tests to validate process improvements initiatives. Created a template and custom p-value function to interpret the results of the hypothesis tests.
Check out my code
Notebook
NLP Tweet Classification
Binary classification model to determine if tweets are about disaters or not. Uses a TensorFlow Hub pretrained sentence encoder, USE, in a Sequential Model.
Kaggle Notebook
Relational Networks
Visualizing Captain America in the Marvel Character Universe
Hosted Network Diagram in PyvisKaggle Notebook
Tableau Dashboard
Tableau dash built for data exploration in machine learning forecasting model
Machine learning modelDashboard
Exploratory Data Analysis
Python EDA and data cleaning of store sales
Tableau dash visualizationJuypter Notebook
Housing Price Predictions
XGBoost Regressor predictions of housing prices
Tableau dash visualizationKaggle Notebook
more projects