Juan David López Hoyos
Juan David López Hoyos
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Data Engineer / Data Scientist
Valle del Cauca, Colombia
I am a professional who has built experience and has been prepared to leverage digital transformation strategies through data analytics in different industry sectors, especially in the Utilities, Health, BPO and Transportation sectors. I have knowledge and experience in the different stages of an analytics project: detection and analysis of information sources, storage and organization of data, pre-processing and data quality, predictive-prescriptive analytics and finally visualization of results. I have participated throughout the different stages of a technology-based project, such as: analysis, design, implementation, testing, deployment and maintenance. I work on agile methodologies that allow organizations to manage projects with speed and flexibility. Through consulting I have learned to build honest, solid and trusting relationships with teams and clients. I consider myself a proactive person, willing to face new challenges, able to adapt to situations outside the comfort zone, I like to work in a team and hard to meet objectives. I have an active learning approach, which allows me to acquire knowledge quickly and autonomously. I have had the opportunity to lead teams during transition periods to maintain the stability of assigned projects. My English language skills have allowed me to have a global vision of the industry, and to interact with international work teams. I have a technical profile, which I have developed as a data engineer, participating in data integration, creation of data sets, using ETL's (Extract, Transform and Load) orchestrated through pipelines, using Shell and Talend. Use of Cloud architectures such as AWS, Google and DataLake and DataWarehouse management in Cloudera, BigQuery. PySpark and HQL for data processing in BigData. On the other hand, I have developed my profile as a data scientist through the use of models that support descriptive and prescriptive analytics such as: Linear Regression, Logistic Regression, Decision Trees, Neural Networks and Clustering, among others. SKILLS Analysis and Problem Solving Data Analysis Focus on results Agile Methodologies Decision Making Team work Customer service Leadership Public Speaking Conflict resolution
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