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Juan Pablo Cadena Aguilar

Juan Pablo Cadena Aguilar

Data Science Analyst

Followers of Juan Pablo Cadena Aguilar1000 followers
location of Juan Pablo Cadena AguilarGuayaquil, Guayas, Ecuador

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  • Timeline

  • About me

    Data Scientist | Backend Developer | Software Engineer | Python | FastAPI | SQL | Machine Learning

  • Education

    • Dphi

      2022 - 2022
      Data Science with Python Information Technology IIT Bombay Analytics Club

      Activities and Societies: Bootcamp https://aiplanet.com/bootcamp/certificate/verify/101374fe-88f6-4c8d-aff7-4bd38327f77b

    • Escuela Superior Politécnica del Litoral

      -
      Telematics Engineer Information of Technology

      Activities and Societies: -IEEE ESPOL member (No. 96971674) -COMSOC IEEE-ESPOL member -Member of Phycom Club -Member of NIoT Club

  • Experience

    • Corporacion Fernandez S.A.

      Apr 2021 - Jul 2022
      Data Science Analyst

      Digital Transformation Department:• Increased store sales by 30% and reduced meat overproduction by approximately 25%,by developing and implementing a machine learning model for planning forecastingOf demand.• Automated 100% of more than 3 manual ETL processes between multiple sources, achieving up to 90% oftime reduction through daemons, validation and data cleansing.• Generated more than 5 dashboards on data models and analysis with business KPIs using Power BI, to identifyproblems in production processes and balanced feeding. Show less

    • Kin Analytics

      Jul 2022 - Jan 2023
      Data Scientist

      Sports Analytics Department:• Reduced metric calculation and report generation time by 20% by cleaning the data pipeline and segmenting various classes and models.• Developed 5 new physical KPIs for player ball possession for football analysis based on the coach's vision.• Improved 10 HTML and CSS templates that identify key information from rivals in different customer competencies, to highlight their strongest and weakest metrics in reports.

    • Vitapro S.A.

      Apr 2023 - now
      Data Master Analyst

      Business Intelligence: • Master data management through the ERP SAP system and MySQL datahub, which has improved the efficiency of processes and the performance of data queries. • Refactoring and continuous improvement of the automation scripts for ETL processes in Python, to increase operational efficiency and decrease processing times. • Close collaboration with internal departments to define and execute data management strategies that support the business objectives of the company. Show less

  • Licenses & Certifications