Oscar Correa Guanare

ML Engineer @Turbotraffic

Data ModelingApplication DeploymentAlgorithmsNatural Language Processing✔️ ITML Engineer

Big Data and Data Analytics Specialist, bilingual Industrial Engineer (English C1), with more than 5 years of experience in data analytics. Knowledge in Business Intelligence, Machine Learning, Data Mining, Python, Power BI, DAX, SQL, NoSQL, AWS and agile methodologies, oriented towards effective communication and critical thinking. I design MLOps processes, integrating advanced artificial intelligence solutions into business applications to enhance the automation and efficiency of business processes. In today's digital age, companies accumulate vast volumes of data, which represent an unprecedented opportunity for innovation and strategic decision-making. My focus is on the development and management of AI model pipelines, ensuring that solutions are scalable, reproducible and secure. By implementing robust software engineering practices and using cutting-edge technologies, I enable organizations to harness the power of their data, turning it into actionable insights that drive business success.

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Work Background

turbotrafficIngeniero de aprendizaje automático

Aug. 2023Bogotá, Distrito Capital, Colombia · RemoteLiderar el proceso de MLOPS de los diferentes modelos integrados al software

ESTUDIO DE MODA S.A.SBusiness Intelligence Professional

Aug. 2021 - Nov. 2023Bogotá D.C.- Build report automation solutions using programming tools, Power Apps and Power Automate - Design, develop and deploy data visualization tools using Power BI, as support for decision making of different managements - Direct Machine Learning projects and Data analytics aimed at solving business questions, opportunities and challenges of the company, analyzing markets and customers, identifying business opportunities. Achievements: - Automated all reporting to international providers - Designed and built 4 dashboards for different managements, achieving real functionality and becoming a complementary basis for current decision-making - Developed the customer segmentation model, allowing a better understanding of each group for the definition of more specific commercial strategies - I built the demand forecast model, based on the estimation of elasticity and the analysis of time series

ColsubsidioInformation Assistant

Sep. 2019 - Aug. 2021- Prepare reports of Sales, Inventories, Commercial Agreements and Purchases - Design dashboards in Excel using Power Query and Power Pivot using DAX language and data modeling, keeping the databases updated and linked to the ERP SAP -Maintenance of the support information tool for decision-making in the purchasing process and negotiation with suppliers Achievements: -Designed the balanced scorecard that supports the decision making of the Cleaning unit of the purchasing area - Implemented Power BI which resulted in a better visualization of the status of the business unit

PulpicampoAdministrative Assistant

Feb. 2018 - Jan. 2019Bogotá D.C-Plan the flow of materials, money and support information for the production area -Forecast demand -Plan material requirements -Prepare purchasing plan -Manage suppliers and return logistics based on the proper management of the supply chain. -Prepare financial reports on the company's performance using office tools, mainly Excel. Achievements: -I prepared a study of methods and times as a basis for the redesign of the production plant, which resulted in greater efficiency in terms of the routes of the production system.

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