
Carlos Camargo Fiorillo

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About me
Energy Efficiency Professional @ Ecopetrol | Energy Management, Machine Learning
Education

Universidad del Atlántico
2012 - 2017Bachelor of Mechanical Engineering - BE Mechanical Engineering 3.93Activities 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 - 2023Energy management specialist Energy 4.70Energy management based on ISO 50001. Energy related subjects: Advanced Thermodynamics , Efficient Steam generation and use , final use of Electric Energy

Universidad del Norte
2024 - 2026Master of Mathematics Mathematics and Computer ScienceMathematical foundations and Applications of Machine Learning and Deep Learning

Universidad del Atlántico
2020 - 2021Applied Statistics Specialist Statistics 4.80Postgraduate title in applied statistics, focused on applying statistical modeling for energy consumption optimization.
Experience

Sinaic Ltda
Jun 2015 - Mar 2019I 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 2019Project Assistant
Jun 2015 - Jun 2016

E2 Energia Eficiente S.A. E.S.P.
Apr 2019 - Sept 2021My 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 2021Energy data analyst
Apr 2019 - Oct 2020

M&B Servicios y Proyectos de Ingeniería
Dec 2020 - Aug 2021Solutions EngineerPre-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 - nowProfessional 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 - nowEnergy Business Professional
Sept 2021 - Aug 2023

Universidad Sergio Arboleda SM
Oct 2021 - Dec 2021Statistics SpecialistDevelopment 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
.webp)
Líderes energéticos
Consejo Mundial de la Energía (CME)Oct 2023- View certificate

Game Theory
Stanford OnlineOct 2020 
Desarrollo de proyectos de eficiencia energética
Universidad de los Andes - ColombiaApr 2024- View certificate

EFSET C2 PROFICIENT
EF Education FirstDec 2019 .webp)
Energy efficiency Training Wee&k : Industry
International Energy Agency (IEA)Dec 2024- View certificate

Practical Machine Learning
The Johns Hopkins UniversityApr 2021 
Generacion de energía con recursos renovables
Universidad de los Andes - ColombiaAug 2023
Data visualization and decision making
Universidad del NorteSept 2021
Honors & Awards
- Awarded to Carlos Camargo FiorilloMeritorious thesis Universidad del Atlántico December 1, 2017 4.5 / 5.0
Languages
- esEspañol
- inInglés
- alAlemán
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