Profile Details

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Hire Dr. Ernesto G.

United States

USD 200 /hr

Machine Learning, mathematical optimization, simulation and statistical analysis. Python, R, Octave,

Profile Summary

Experienced practitioner able to understand the challenge and business context, choose the right technology and deliver solutions leading teams, being part of a team, or individually. Engineer with mastery of statistics and linear algebra to approach problems with rigor and mathematical superiority; Machine Learning technologies to achieve modeling performance; Analytics acumen to focus on the important rather than the interesting; and Storytelling to translate complex results into practical decisions.

Subject Matter Expertise

• ★ Industrial Operations Research
• ★ Python
• ★ R
• ☆ Engineering Education
• ☆ Systems Engineering
• ☆ Engineering Economics
• ☆ Civil Engineering
• ☆ Transportation
• ☆ Industrial Engineering
• ☆ Manufacturing
• ☆ Lean Manufacturing
• ☆ Data Science
• ☆ Data Analysis
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Business Analytics
• ☆ Fuzzy Logic
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Trend Analysis
• ☆ Applied Mathematics
• ☆ Mathematical Optimization
• ☆ System Dynamics
• ☆ Process Engineering
• ☆ Production & Operations Management
• ☆ Spanish
• ☆ Six Sigma

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Market Research, User Research, Feasibility Study, Fact Checking, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights

Product Development Formulation, Prototyping

Work Experience

Managing Director

Appaloosa Engineering LLC

- Present

Teaching Faculty

Florida Agricultural and Mechanical University-Florida State University College of Engineering

August 2022 - Present

Founder/ Managing Director

Appaloosa Engineering LLC

March 2021 - Present

Education

PhD, Industrial Engineering (Industrial and Manufacturing Systems Engineering)

University of Missouri

- Present

PhD

University of Missouri- Columbia

August 1992 - November 1995

Masters (Science)

Instituto Tecnológico y de Estudios Superiores de Monterrey (ITESM)

November 1985 - December 1987

Certifications

• Machine Learning

  Berkeley School of Information

  https://www.credential.net/a0f7d199-cfed-42b1-933d-8d9b1f78fc35#gs.hdlswd

  February 2020 - Present

• Machine Learning

  Stanford Online/ Coursera

  https://www.coursera.org/account/accomplishments/certificate/BCVP745Q25ZP

  January 2020 - Present

• Data Science and Big Data Analytics

  MITxPRO

  https://certificates.mitxpro.mit.edu/course/98925734c7304d09b4a3c65d97dc2b36.pdf

  March 2018 - Present

Publications

ONLINE RESOURCE

(2021). Basic metrics for binary classification .

(2021). Example of defect elimination in the transportation of new cars using Toyota Business Practices for Improvement .

CONFERENCE PAPER

(2020). Six Sigma for Operating Profit Maximization. 2020 Lean & Six Sigma World Conference.

(2013). Overland Move Planning for Intermodal Logistics with Order Uncertainty. ISERC.

(1993). Quality Technologies for Small Businesses. Second Annual Missouri Quality Conference.

EDITED BOOK

(2002). Linear Algebra for Optimization, (in Spanish). Universidad Panamericana. Reg. SEP: 03-2003-061311535900-01.

DISSERTATION THESIS

(1994). An Agglutinated Echelon Representation for the Static Deterministic General Shop Problem.

WORKING PAPER

(1994). Quality Technologies for Small Businesses. University of Missouri.

(1990). Total Quality Control Applied to Education. ITESM.

(1988). Taguchi Methodology Applied to Honning Block 320 at Ford Motor Co. ITESM-Quality Center.

BOOK

(1992). Operations Management. ITESM.

(1990). Quality Control Technologies. ITESM.