Camilo Herrera Arcila

Contact

camilo.arcila97@gmail.com LinkedIn profile Orcid profile (+57) 314-518-36-57 Medellín, Colombia

Languages

English
Spanish

Skills

Python
Machine learning
JavaScript, HTML, CSS, PHP
Django
Matlab, R
SQL, Non-SQL
Git, Github
Research
Reliability and risk assesment
Leadership, Teamwork
Problem-solving
Time management and adaptability

CAMILO HERRERA ARCILA

Data Scientist | Software Developer | Researcher | Master Engineer

I am a professional with experience in research, focusing on the development of decision support tools, mathematical modeling, and addressing numerical and physical problems associated with industry, mobility, and technological development. I possess leadership and teamwork skills and I am committed to continuous improvement both personally and professionally.

EDUCATION

Universidad EAFIT / Master's degree in Engineering
Jan 2022 - Dec 2023 Medellín, Colombia
  • Development of robust decision support tools for transportation networks.
  • Non-parametric statistical modeling combining artificial intelligence for optimal maintenance scheduling.
  • Stochastic cost optimisation.
Universidad de San Buenaventura / Acustical Engineer
Jan 2016 - Dec 2020 Medellín, Colombia
  • Four times best academic average rate distintion.
  • Awarded a merit for the thesis dissertation titled 'Test Bench for Vibration Analysis in Machinery.'

PROFESSIONAL EXPERIENCE

Universidad EAFIT / Adjunct Lecturer
Jan 2024 - present Medellín, Colombia
Higher education in python programming fundamentals.
Universidad EAFIT - Industrial Maintenance Research Group / Data Scientist | Software Developer
2021 - 2023 Medellín, Colombia
  • Development of web application for real time system condition monitoring.
  • Develpement of robust tools aiming at suporting informed-decision making.
  • Acoustic and environmental characterization of the Aburrá Valley mass transportation network (Metro - Medellín).
  • Development of IoT infrastructures for environmental data acquisition and analysis.
Geotrends S.A.S. / Software Developer
2023 Medellín, Colombia
Development of decision support tools for environmental management.
  • Mathematical and numerical modeling of a calculation engine for updating environmental noise maps.
  • Design and development of a web application in Django with a user management system for the deployment and visualization of the calculation engine.
  • Design and development of a web geoportal (backend + frontend) for the display of georeferenced information.
CESI École d'Ingénieurs / Researcher
2023 Nancy, France
Research stay at the CESI – Lineact laboratory. Research topic aligned with the global sustainable development goals.
  • Accomplishing robust optimal maintenance scheduling through the quantification of maintenance quality with fuzzy logic operational factors and human reliability.
Corona S.A.S. / Software Developer
2022 Medellín, Colombia
Development of a portable desktop program for audio signal compression allowing its reproduction through low-cost micro-controllers.

PUBLICATIONS

C. Herrera-Arcila, R. M. Martinod and O. Bistorin, "Optimal Component Maintenance Scheduling Based on Non-Parametric Piecewise Hazard Rate Function," 2023 IEEE 7th International Conference on System Reliability and Safety (ICSRS), Bologna, Italy, 2023, pp. 338-344, doi: 10.1109/ICSRS59833.2023.10381133.
R. M. Martinod, Daniel Correa and Paola Vallejo, "Python for Geometric Modeling: Quick Introduction and Step-by-Step Guide to CAD Applications," Practical Books, First Edition 2024, ISBN: 979-8320377971, technical editor: Camilo Herrera-Arcila, Book link.