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Hire Dr. Vitor T.

Portugal

USD 50 /hr

Research and Development | Data Science Team Lead | Risk Analysis | Structural Engineering

Profile Summary

Currently Data Science Team Lead. Responsible for leading Research and Development projects on Recommender Systems and other Data Science and ML projects. Expert in Risk Analysis, Optimization and Time-Series Analysis with Python and R. Certified Microsoft Azure Data Scientist Associate. 3rd place National young engineer Innovation Award 2020 by the Portuguese Order of Engineers.

Subject Matter Expertise

• ★ Structural Engineering
• ★ Data Science
• ★ Mathematical Optimization
• ☆ Safety & Reliability Engineering
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Bayesian Statistics
• ☆ Trend Analysis
• ☆ Research

Services

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

Writing Technical Writing

Research Market Research, User Research, Feasibility Study, Gap Analysis

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

Work Experience

Data Science Team Lead

Syone

June 2020 - Present

PhD candidate

Universidade de Lisboa Instituto Superior Técnico

September 2015 - May 2021

Research scholarship

Universidade Técnica de Lisboa Instituto Superior Técnico

June 2014 - August 2015

Structural engineer

Pecnon, Gabinete de estudos e projectos

January 2013 - October 2013

Highway civil engineer

Via Vertical, Lda

January 2011 - December 2012

Education

PhD (DECivil)

Universidade de Lisboa Instituto Superior Técnico

September 2015 - May 2021

Masters/MSc (DECivil)

Universidade Técnica de Lisboa Instituto Superior Técnico

July 2009 - November 2012

Bachelorate/BSc (DECivil)

Universidade Técnica de Lisboa Instituto Superior Técnico

September 2005 - July 2009

Certifications

• Microsoft Certified: Azure Data Scientist Associate

  Microsoft Corporation

  https://www.credly.com/badges/f26a1d0a-1d8a-4f51-9b88-73920a3c51dd?source=linked_in_profile

  May 2021 - Present

• Python (Advanced) Certificate

  HackerRank

  https://www.hackerrank.com/certificates/2e0e6c9d2291

  September 2020 - Present

Publications

JOURNAL ARTICLE

Vítor T. Camacho, Mário Lopes, Carlos S. Oliveira(2022). Multivariate analysis of regular and irregular RC bridges and characterization of earthquake behaviour according to stiffness-based indexes . Bulletin of Earthquake Engineering. Springer Science and Business Media {LLC}

Multivariate analysis of regular and irregular RC bridges and characterization of earthquake behaviour according to stiffness-based indexes @article { author = {Vítor T. Camacho and Mário Lopes and Carlos S. Oliveira}, title = {Multivariate analysis of regular and irregular RC bridges and characterization of earthquake behaviour according to stiffness-based indexes}, journal = {Bulletin of Earthquake Engineering}, year = {2022}, month = {jan}, url = {https://doi.org/10.1007/s10518-021-01223-9}, doi = {10.1007/s10518-021-01223-9} } . Bulletin of Earthquake Engineering.

Vítor T. Camacho, Luís Guerreiro, Carlos S. Oliveira, Mário Lopes(2021). Effect of spatial variability of seismic strong motions on long regular and irregular slab-girder RC bridges . Bulletin of Earthquake Engineering. Springer Science and Business Media {LLC}

Effect of spatial variability of seismic strong motions on long regular and irregular slab-girder RC bridges @article { author = {Vítor T. Camacho and Luís Guerreiro and Carlos S. Oliveira and Mário Lopes}, title = {Effect of spatial variability of seismic strong motions on long regular and irregular slab-girder RC bridges}, journal = {Bulletin of Earthquake Engineering}, year = {2021}, month = {jan}, url = {https://doi.org/10.1007/s10518-020-01002-y}, doi = {10.1007/s10518-020-01002-y} } . Bulletin of Earthquake Engineering.

Camacho, Vitor T., Guerreiro, Luis, Oliveira, Carlos S., Lopes, Mario (2021). Effect of spatial variability of seismic strong motions on long regular and irregular slab-girder RC bridges . Bulletin of Earthquake Engineering.

Vítor T. Camacho, Nuno Horta, Mário Lopes, Carlos S. Oliveira(2020). Optimizing earthquake design of reinforced concrete bridge infrastructures based on evolutionary computation techniques . Structural and Multidisciplinary Optimization. 61. (3). p. 1087--1105. Springer Science and Business Media {LLC}

Optimizing earthquake design of reinforced concrete bridge infrastructures based on evolutionary computation techniques @article { author = {Vítor T. Camacho and Nuno Horta and Mário Lopes and Carlos S. Oliveira}, title = {Optimizing earthquake design of reinforced concrete bridge infrastructures based on evolutionary computation techniques}, journal = {Structural and Multidisciplinary Optimization}, volume = {61}, number = {3}, pages = {1087--1105}, year = {2020}, month = {mar}, url = {https://doi.org/10.1007/s00158-019-02407-3}, doi = {10.1007/s00158-019-02407-3} } . Structural and Multidisciplinary Optimization.

Revising seismic behaviour factors for reinforced concrete bridge design in the longitudinal direction using multi-objective evolutionary algorithms @article { author = {Vítor T. Camacho and Mário Lopes and Carlos S. Oliveira}, title = {Revising seismic behaviour factors for reinforced concrete bridge design in the longitudinal direction using multi-objective evolutionary algorithms}, journal = {Bulletin of Earthquake Engineering}, volume = {18}, number = {3}, pages = {925--951}, year = {2020}, month = {feb}, url = {https://doi.org/10.1007/s10518-019-00739-5}, doi = {10.1007/s10518-019-00739-5} } . Bulletin of Earthquake Engineering.

Vítor T. Camacho, Mário Lopes, Carlos S. Oliveira(2020). Revising seismic behaviour factors for reinforced concrete bridge design in the longitudinal direction using multi-objective evolutionary algorithms . Bulletin of Earthquake Engineering. 18. (3). p. 925--951. Springer Science and Business Media {LLC}

Oliveira, Carlos Sousa, Camacho, Vitor Teixeira (2016). Data-base with in-situ vibration frequencies of bridges in Portugal . Journal of Civil Structural Health Monitoring.

Data-base with in-situ vibration frequencies of bridges in Portugal @article { author = {Oliveira, Carlos Sousa and Camacho, Vitor Teixeira}, title = {Data-base with in-situ vibration frequencies of bridges in Portugal}, journal = {Journal of Civil Structural Health Monitoring}, year = {2016}, url = {https://publons.com/publon/23915480/}, doi = {10.1007/S13349-016-0204-5} } . Journal of Civil Structural Health Monitoring.

Oliveira, Carlos Sousa, Camacho, Vitor Teixeira (2015). Estimation of the dynamic characteristics of base-isolated single-span RC footbridges in Portugal based on in situ measurements . Journal of Civil Structural Health Monitoring.

Estimation of the dynamic characteristics of base-isolated single-span RC footbridges in Portugal based on in situ measurements @article { author = {Oliveira, Carlos Sousa and Camacho, Vitor Teixeira}, title = {Estimation of the dynamic characteristics of base-isolated single-span RC footbridges in Portugal based on in situ measurements}, journal = {Journal of Civil Structural Health Monitoring}, year = {2015}, url = {https://publons.com/publon/23915481/}, doi = {10.1007/S13349-015-0138-3} } . Journal of Civil Structural Health Monitoring.

BOOK CHAPTER

Vitor Camacho, Nuno Horta, Mário Lopes (2022). Multiobjective Optimization of Long Irregular RC Bridges’ Piers Subjected to Strong Motions and Definition of Classification Tree Surrogate Models .

Multiobjective Optimization of Long Irregular RC Bridges’ Piers Subjected to Strong Motions and Definition of Classification Tree Surrogate Models @inbook { author = {Vitor Camacho and Nuno Horta and Mário Lopes}, title = {Multiobjective Optimization of Long Irregular RC Bridges’ Piers Subjected to Strong Motions and Definition of Classification Tree Surrogate Models}, year = {2022}, url = {https://doi.org/10.1007/978-3-030-83221-6_8}, doi = {10.1007/978-3-030-83221-6_8} } .

CONFERENCE PAPER

(2015). Data-base composed by the main frequencies of vibration of a large group of bridges in Portugal and discussion on its use on bridge dynamic analysis. International Conference on Structural Engineering Dynamics - ICEDyn 2015, 22-24 June 2015.

(2015). Comparação de frequências obtidas através de procedimentos analíticos com frequências obtidas através de testes in-situ com um ou mais acelerómetros. ASCP – 4th National congress on safety and bridge preservation, June 2015, Portugal.