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Miguel V. に連絡

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プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Miguel V.に依頼

Mexico

Ph.D. Statistician with extensive experience in Data Science. Expert in R, Python and SPSS/SPSS Modeler.SPSS

プロフィール概要

Miguel has more than 40 years of professional experience. He is currently Director of the Advanced Analytics Institute at Anahuac University, responsible for consulting, predictive modeling development and applied research in this area. He has several years experience developing models in R, Python and SPSS / SPSS Modeler.
 
Before assuming this role, he was responsible for Analytics and Cognitive Solutions in IBM Mexico. He has been senior research scientist at GM Research Laboratories in Warren, MI and at the former IBM Scientific Center in Mexico City. As a consultant he has worked in different industries such as Financial, Consumer Goods, Manufacturing, Pharmaceutical and Retail.

Miguel has strong leadership, interpersonal and team building skills, and a solid statistical and analytical background.  He holds a Ph.D. in Statistics from the University of Wisconsin in Madison, and a B. Sc. Degree in Actuarial Sciences from the National Autonomous University in Mexico City.  He has published several articles in domestic and international journals and has been a speaker in several conferences in and outside Mexico.  Miguel is a Mexican citizen and US Permanent Resident.

専門分野

サービス

Writing
Data & AI

Writing Technical Writing

Data & AI Statistical Analysis, Data Visualization, Big Data Analytics

職務経験

Professor & Director Advanced Analytics Institute

Universidad Anahuac

10月 2016 - 現在

Cognitive Solutions Executive / Associate Partner

IBM Mexico

4月 2014 - 9月 2016

Reengineering Director

Citibanamex

9月 2011 - 12月 2012

O&T Director for Credit, Risk and BI

Citibanamex

10月 2006 - 8月 2011

Consulting Services Partner and Director

Bufete Consultor Mexicano

10月 2004 - 9月 2006

Consulting Principal

IBM Mexico

4月 1997 - 9月 2004

Director Consulting Services

Coopers & Lybrand Consulting

6月 1994 - 3月 1997

General Manager

Grupo Arco Iris

9月 1992 - 5月 1994

Statistical Methods / Total Quality Manager

General Motors Corporation

7月 1989 - 8月 1992

Senior Research Scientist

General Motors Corp

7月 1989 - 8月 1990

Assistant Professor

Oakland University

7月 1986 - 6月 1989

Senior Research Scientist

IBM Mexico

7月 1984 - 6月 1986

Assistant Professor

Temple University

8月 1983 - 6月 1984

学歴

Ph.D. (Statistics)

University of Wisconsin

8月 1978 - 5月 1983

B. Sc. (Actuarial Sciences)

Universidad Nacional Autónoma de México

8月 1974 - 6月 1978

認定資格

認定資格の詳細は未入力です。

出版物

REPORT

Villalobos, M. A. (1980). Statistical Methods for the Analysis and Quantification of Irregular Tire Wear. GM Research Lboratories, MA-7120.

Villalobos, M.A. (1990). Graphical Mean and Variance Analysis versus Signal to Noise Ratios for Parameter Design. GM Research Laboratories GMR-7120.

Lorenzen, T. J. and Villalobos, M. A. (1990). Understanding Robust Design, Loss Functions and Signal to Noise Ratios. GM Research Laboratories, GMR-7118.

JOURNAL ARTICLE

Villalobos M.A. and Whaba G. (1983), Multivariate Thin Plate Spline Estimates for the Posterior Probabilities in hte Classification Problem. Communications in Statistics, Theory and Methods, Vol. 12, No. 13, pp. 1449-1479.

Villalobos, Miguel, and Grace Wahba. “Inequality-Constrained Multivariate Smoothing Splines with Application to the Estimation of Posterior Probabilities.” Journal of the American Statistical Association 82.397 (1987): 239–248. Web .