Juan Pablo Cadena Aguilar

Juan Pablo Cadena Aguilar

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Data scientist with more than 2 years of experience in Data Science with Python and Machine Learning models.
Ecuador

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Full-time jobs
Starting at USD35K/year

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Résumé


Jobs verified_user 0% verified
  • Vitapro
    Data Master Analyst
    Vitapro
    Apr 2023 - Current (2 years 3 months)
    • Master data management through the ERP SAP system and MySQL Datahub, which has improved the efficiency of the 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 company's business objectives.
  • Kin Analytics
    Data Scientist public Remote experience
    Kin Analytics
    Jul 2022 - Jan 2023 (7 months)
    • 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.
  • Corporación Fernández
    Data Science Analyst
    Corporación Fernández
    Apr 2021 - Jul 2022 (1 year 4 months)
    • Increased store sales by 30% and reduced meat overproduction by approximately 25%, through the development and implementation of an automatic learning model for demand planning forecasting. • Automated 100% of more than 3 manual ETL processes between multiple sources, achieving up to 90%-time reduction through daemons, validation, and data cleansing. • Generated more than 5 dashboards on models and data analysis with business KPIs using Power BI, to identify problems in production processes and balanced food.
Education verified_user 0% verified
  • Escuela Superior Politécnica del Litoral
    Bachelor of Telematics Engineering
    Escuela Superior Politécnica del Litoral
    May 2011 - Sep 2020 (9 years 5 months)
Publications verified_user 0% verified
  • Escuela Superior Politécnica del Litoral
    FPGA Based Meteorological Monitoring Station
    Escuela Superior Politécnica del Litoral
    Sep 2019 - Sep 2021 (2 years 1 month)
    In this paper, we propose to implement a meteorological monitoring station using embedded systems. This model is possible thanks to different sensors that enable us to measure several environmental parameters, such as i) relative humidity, ii) average ambient temperature, iii) soil humidity, iv) rain occurrence, and v) light intensity. The proposed system is based on a field-programmable gate array device (FPGA). The proposed design aims at ensuring high-resolution data acquisition and at predicting samples with precision and accuracy in real-time. To present the collected data, we develop also a web application with a simple and friendly user interface.