Data enthusiast with 10+ years of experience in engineering and data projects for the construction, mining, energy, and oil & gas industries. Proficient in data analysis and extracting insights for intelligent data driven decision making, applying ETL algorithms (Extracting, Transforming and Loading) for Data Mining of Big Data, and EDA workflow (Exploratory Data Analysis) within the PACE methodology (plan, analyze, construct, and execute) for structured and unstructured data. With my knowledge in advanced statistical algorithms, machine learning and forecasting, I strive to bring innovative, highly efficient, and high-quality technical solutions to businesses.
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Data ScientistS&P GlobalBarranquilla, Co
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Data ScientistS&P Global Jun 2024 - PresentColombia -
Data ScientistSistemas Para Arquitectura Y Construcción - Sispac S.A.S. Jan 2022 - May 2024Barranquilla, Atlántico, Colombia• Implemented multiple non-linear regression machine learning models in Python for price prediction of construction resources that allowed the company to increase its average monthly revenue 69% in the past year.• Implemented Decision Tree Random-Forest machine learning models in Python with cross validation for customer churn prediction, that allowed the company to implement strategies to retain its subscription customers base.• Performed A/B testing for digital marketing strategy that allowed an increase in web traffic from 11946 to 13057 monthly visitors in the past 2 years. -
Business Intelligence AnalystSistemas Para Arquitectura Y Construcción - Sispac S.A.S. Jan 2020 - Dec 2021Barranquilla, Colombia• Developed KPI dashboards on PowerBI for data driven decision making that allowed the company to increase its monthly revenue from $50M COP to $170M COP in 2 years.• Performed marketing strategy analysis that allowed the company to identify problems and properly locate budget to increase the sales funnel conversion rate from 1.5% to 5.6% in 2 months.• Performed statistical analysis that allowed the company to identify the bestselling products and services, promoting the launch of 5 location-specific products and services for different regions in Colombia.
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Data AnalystSispac S.A.S. Apr 2017 - Dec 2019Barranquila, Colombia• Performed budget and schedule control implementing KPI dashboards and S-curve analysis that allowed the company to deliver construction and renovation projects on budget and time.• Constructed a relational database of construction resources and unit price analysis for buildings and civil engineering infrastructure activities that allowed the company to facilitate the quotation and project control process.
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Assistant ProfessorUniversidad Del Norte Jan 2018 - Dec 2022Barranquilla, Atlántico, ColombiaRenewable Energy Sources.Thermal-Fluid Systems Design.Manufacturing Processes.Thermodynamics. -
Rotating Equipment Reliabilty EnginnerIcg - Industrial Consulting Group Apr 2016 - Mar 2017Cartagena De Indias Oil Refinery, Colombia• Performed mechanical vibrations and diagnostics analysis for pumps, gearboxes compressors, and turbines to improve the reliability of equipment during the startup and stabilization of the industrial services and crude oil process units for the new Cartagena’s Oil Refinery project. -
Rotating Equipment Commissioning EngineerIcg - Industrial Consulting Group May 2015 - Mar 2016Cartagena De Indias Oil Refinery, Colombia• Performed mechanical vibrations and diagnostics analysis for pumps, gearboxes compressors, and turbines to improve the reliability of equipment during the startup and stabilization of the industrial services and crude oil process units for the new Cartagena’s Oil Refinery project.
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Rotating Equipment Reliability EnginnerEcopetrol Jul 2014 - May 2015Cartagena De Indias Oil Refinery, Colombia• Constructed, maintained, and updated a relational database for the storage and analysis of rotating equipment mechanical vibrations data. The waveform data (acceleration v. time) is transformed to a spectral graph (RMS amplitude v. frequency) by applying a Fast Fourier Transform (FFT) algorithm to allow analysis and diagnostic of gearboxes, pumps, compressors, and turbines. -
Engineering Projects ManagerCompañía General De Mantenimientos Y Montajes, Cgm Ltda. Jun 2012 - Jul 2014Barranquilla, Colombia• Managed resources and manpower to deliver engineering projects with over 1000M COP in budget for clients like Carbones del Cerrejón, Refinería de Cartagena, Ecopetrol, and Tenaris-TuboCaribe.
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Mechanical Maintenance Assistant EngineerCelsia S.A. E.S.P. Las Flores Thermal Power Station. Jul 2011 - Jan 2012Barranquilla, Colombia• Proposed a heat exchangers incrustation mitigation system for the “Flores IV” combined power cycle auxiliary equipment cooling system that reduced a monthly spend of 50M COP from the mechanical maintenance department budget.
Alberto M. Palacio Bastos Education Details
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Mechanical Engineering
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Mechanical Engineering
Frequently Asked Questions about Alberto M. Palacio Bastos
What company does Alberto M. Palacio Bastos work for?
Alberto M. Palacio Bastos works for S&p Global
What is Alberto M. Palacio Bastos's role at the current company?
Alberto M. Palacio Bastos's current role is Data Scientist.
What schools did Alberto M. Palacio Bastos attend?
Alberto M. Palacio Bastos attended Universidad Del Norte, Universidad Del Norte, Universidad Del Norte.
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