Carlos Camargo Fiorillo

Carlos Camargo Fiorillo

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location of Carlos Camargo FiorilloBarranquilla, Atlántico, Colombia

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  • Timeline

  • About me

    Energy Efficiency Professional @ Ecopetrol | Energy Management, Machine Learning

  • Education

    • Universidad del Atlántico

      2012 - 2017
      Bachelor of Mechanical Engineering - BE Mechanical Engineering 3.93

      Activities and Societies: research group : DIMER, Diseño de Sistemas Mecánicos y Robóticos para la Producción Industrial. meritorious bachelor thesis: 4.5/5

    • Universidad del Atlántico

      2022 - 2023
      Energy management specialist Energy 4.70

      Energy management based on ISO 50001. Energy related subjects: Advanced Thermodynamics , Efficient Steam generation and use , final use of Electric Energy

    • Universidad del Norte

      2024 - 2026
      Master of Mathematics Mathematics and Computer Science

      Mathematical foundations and Applications of Machine Learning and Deep Learning

    • Universidad del Atlántico

      2020 - 2021
      Applied Statistics Specialist Statistics 4.80

      Postgraduate title in applied statistics, focused on applying statistical modeling for energy consumption optimization.

  • Experience

    • Sinaic Ltda

      Jun 2015 - Mar 2019

      I was the project technical leader for industrial instrumentation systems commissioning and implementation, I was also the head for the technical area for valves and instrumentation diagnostics and maintenance. I implemented the uncertainty measure process under the framework of GUM 2000 and ISO 10012 this was used for instrumentation diagnostics. Project assistant, my principal activities were making drawings using AutoCAD, keeping track of the schedule fulfillment and calculating project indicators

      • Project Engineer

        Jun 2016 - Mar 2019
      • Project Assistant

        Jun 2015 - Jun 2016
    • E2 Energia Eficiente S.A. E.S.P.

      Apr 2019 - Sept 2021

      My job consist in:- Identification of technological or operational energy improvement opportunities and evaluation of financial indicators for the initatives in the Oil & Gas (injection and production wells and plants) and HVAC facilities. - Lead trainings/talks/meetings relevant to energy management and energy efficiency culture.- Perform advanced data analysis to identify opportunities for improvement in energy consumption of industrial plants (data driven decisions): - Design statistical methodology to evaluate and model complex process using concepts such as Bayesian Statistics, Multimodel analisys (AIC & BIC),Monte-Carlo simulation using R,Shiny and SQL. - Training and setting predictive models (Classification and regression): Statistical models such as: OLS, Ridge, elastic and logistic regression and Machine Learning models such as neuronal networks, SVM, Random Forest, K-means, KNN, Naive Bayes using R language. Show less

      • Energy data scientist

        Oct 2020 - Sept 2021
      • Energy data analyst

        Apr 2019 - Oct 2020
    • M&B Servicios y Proyectos de Ingeniería

      Dec 2020 - Aug 2021
      Solutions Engineer

      Pre-conceptual design of an instrumentation and monitoring solution for energy efficiency and operating variables of a precision HVAC system:- Selection of instrumentation required for measurement of electrical power, pressure, temperature, airflow, and relative humidity.-Pre-conceptualization of an IoT architecture for real-time monitoring.

    • Ecopetrol

      Sept 2021 - now

      Professional for the energy efficiency department at Ecopetrol, my job consists in: -Define policy and guidelines for energy efficiency improvment as a tool to meet the company's CO2 emission reduction goals.- Calculate and define energy efficiency targets in terms of optimization of electricity and thermal demand, emissions and monetary mass.-Provide technical consulting in the implementation and measurement of benefits (under ISO 50001 and GRI standards) associated with energy efficiency initiatives in the upstream segment.-Portfolio and tax incentive management for energy projects and its implementation through business models other than capex investment.-Leading the implementation of technological solutions to manage and capture energy efficiency and use data to maximize energy savings through robust data analytics.-Propose new energy efficiency initiatives with a focus on new technologies for the upstream segment. Show less Professional for the energy planning department at Ecopetrol, my job consists in: -Define policy and guidelines for energy efficiency improvment and energy management-Planning energy contracts for solar energy generation using PPA solutions -Leading the implementation of technological solutions focused on energy management (demand forecasting, electrical reliability and energy eficiency)-Support long term energy planning of Ecopetrol, leading forecasting for long-term electrical energy demand Show less

      • Energy Efficiency Professional

        Aug 2023 - now
      • Energy Business Professional

        Sept 2021 - Aug 2023
    • Universidad Sergio Arboleda SM

      Oct 2021 - Dec 2021
      Statistics Specialist

      Development of a Digital Transformation Maturity Model (MMTD) and an Organizational Management Modernization Model (MMGO) through the use of Clustering techniques, principal component analysis and multi-criteria decision methods for MSMEs in the city of Santa Marta in association with the Chamber of Commerce.

  • Licenses & Certifications

    • Líderes energéticos

      Consejo Mundial de la Energía (CME)
      Oct 2023
    • Game Theory

      Stanford Online
      Oct 2020
      View certificate certificate
    • Desarrollo de proyectos de eficiencia energética

      Universidad de los Andes - Colombia
      Apr 2024
    • EFSET C2 PROFICIENT

      EF Education First
      Dec 2019
      View certificate certificate
    • Energy efficiency Training Wee&k : Industry

      International Energy Agency (IEA)
      Dec 2024
    • Practical Machine Learning

      The Johns Hopkins University
      Apr 2021
      View certificate certificate
    • Generacion de energía con recursos renovables

      Universidad de los Andes - Colombia
      Aug 2023
    • Data visualization and decision making

      Universidad del Norte
      Sept 2021
  • Honors & Awards

    • Awarded to Carlos Camargo Fiorillo
      Meritorious thesis Universidad del Atlántico December 1, 2017 4.5 / 5.0