•Develop an out-of-core pipeline, for predicting healthcare spending increments. This approach allows the model to be replicated for different healthcare agents, making it an accessible and efficient solution•Design and deploy a recommendation algorithm for industrial hygiene services (based on deeplearning and natural language processing techniques) focused on reduce hazards and retain the affiliated companies.•Design natural language processing algorithm to deliver value-adding… Show more •Develop an out-of-core pipeline, for predicting healthcare spending increments. This approach allows the model to be replicated for different healthcare agents, making it an accessible and efficient solution•Design and deploy a recommendation algorithm for industrial hygiene services (based on deeplearning and natural language processing techniques) focused on reduce hazards and retain the affiliated companies.•Design natural language processing algorithm to deliver value-adding insights and business recommendations based on reports of occupational accidents.•Desing a model to determine an epidemiological resilience index in the imminent return to normality during the COVID-19 pandemic.•Develop software to automate budget impact analysis on health technologies.•Led a team of multidisciplinary specialists responsible for develop and deploy a web service to provide critical metrics for insurance companies.• Led a team of multidisciplinary specialists responsible for improving the international reference price regulation of medication (IRP) using web-scraping and web-bot.• Review of institutional guidelines (budget impact analysis (BIA), estimated acquisition cost (EAC), among others). Show less

•Design, construction and development of analytical models in topics related to the healthcare sector and occupational hazards.•Creation of ad-hoc queries for analysis and drafting of occupational injuries reports for insurance companies.

•Develop, maintain, and improve ETL and ELT process, databases, datawarehouse, dashboards and other business intelligence and visualization systems for multiple healthcare cohorts.•Mathematical and statistical modeling to capture important trends of epidemiological data.•Evaluate database migration to OMOP CDM