English:
Advanced
Juan Pablo С.
Vetted by YouTeam
Ecuador
UTC -05:00
America/Guayaquil
English:
Advanced
Data scientist with 2,5 years of experience in Data Science with Python and Machine Learning models
I have experience in Digital Transformation and Sports Analytics. I have strong communication skills, innovation, and a great passion for data analysis, as well as being fluent in different SQL and NoSQL databases.
Want to hire this engineer?
Check if Juan Pablo is availableExpertise
Years of commercial development experience
2 years of experience
Core technologies
Other technologies
Project Highlights
Vitapro Ecuador
Apr `23 - Present
1 year
Vitapro Ecuador
Develop the food industry of tomorrow. Designe efficient, profitable and sustainable nutritional solutions that will promote the economic, environmental and social development of the region. The role involved overseeing master data within ERP systems, optimizing ETL processes through scripting enhancements, and collaborating across departments to ensure data strategies align with and drive the company's business objectives.
Responsibilities & achievements
- 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
Jul `22 - Jan `23
6 months
Kin Analytics
Analytical Consulting company This role centres on leveraging data science techniques to enhance football analysis by developing specialized KPIs for player performance while also refining reporting templates to extract key insights from competitors' data.
Responsibilities & achievements
- 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.
Corporacion Fernandez
Apr `21 - Jul `22
1 year
Corporacion Fernandez
National company involved in the marketing, production, and processing of meat products. The company continuously enhances its processes to generate effectiveness and efficiency within its Management System. The role involved leveraging data-driven solutions to enhance sales, reduce waste, automate manual processes, and provide insightful dashboards for monitoring and optimizing production processes within the food industry.
Responsibilities & achievements
- 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
Higher education in Computer Science
Agency
10-50
GMT-11
Mountain View/California
Core Expertise
Industries
Information services & Technologies, Cybersecurity & Data Protection, Data Science & Machine Learning, Branding, design, web development
Want to hire this engineer?
Check if Juan Pablo is available