Carlos Contreras
- From 2004 to 2015: SQL Server and Oracle Exadata DBA and Data Engineer (Spark), for companies like General Electric, Zara and Mexican Stock Market.
- From 2015 to present: Big Data and Generative AI Prototyping architect, at AWS.
- In my free time I do technical courses. For example, at ProjectPro
(https://www.projectpro.io/user/instructor/faculty_id/67)
Carlos Contreras's Sessions
Natural Language to TSQL: Mininimizing LLM Hallucinations in SQL Server database queries on AWSSQLBits 2025
Explore techniques to transform natural language into SQL Server queries, using Generative AI on AWS. Learn strategies to minimize LLM hallucinations and improve query accuracy for database interactions, with a low-code approach.
From Manual DBA to AI-Driven Monitoring: Automated Database Ops & Health Checks on SQL Server on AWSSQLBits 2025
Learn how to automate SQL Server DB health checks, through a virtual assistant powered by AWS Bedrock AI Agents for diagnostics, and Vector Databases for storing operational knowledge. Build AI-driven monitoring techniques that leverages past solutions for troubleshooting.