Data Scientist with 3 years of experience working for different industries such as telecommunications, technology and healthcare, as well as 4+ years of academic research experience in computational physics and applied mathematics. I have a Master's degree
Defining MLOps development standards and leading the advanced analytics team. Developing and operationalizing end-to-end machine learning solutions in Google Cloud Platform for different Latin American companies.
Working in an agile team gathering insights from big data and suggesting action to stakeholders related to customer experience improvement efforts for a large telecommunications company in USA. Analyze the customer behavior from different data standpoints, to identify further opportunities for the business. Designing, improving and putting into production, models for churn prediction. Developing Python/PySpark code within a collaborative environment to account for scalability and efficiency in
Working with structured and unstructured data to provide descriptive and basic predictive analytics for different Colombian healthcare entities, regarding patient clinical information and general financial movements. Gathering basic insights from big data. Designing, building and maintaining Azure SQL databases. Creating reporting dashboards for the visualization and analysis of KPIs. Developing standard data mining, preprocessing and machine learning pipelines for recommender systems in cross-