EMEA Agentic AI Architect & CODEX | Event-Driven Financial Systems | Pre-Trade Risk Scenarios

Building independent AI and data engineering projects, including SIGMA-AETL: a contract-first ingestion workflow using Kafka, n8n, FastAPI/Pydantic, MongoDB, and Docker. Applying specification-driven development, deterministic validation, workflow automation, and optional advisory local LLM diagnostics.

Worked on production financial systems using Python, MongoDB/MQL, Pydantic ODM, SQLAlchemy, GraphQL, and API workflows. Supported data validation, unit and mock testing, SQL Server/T-SQL analysis, and controlled deployment.

Supported liquidity data models and ETL operations using IBM DataStage, Stonebranch, Oracle PL/SQL, and SQL Server/T-SQL. Worked with Azure DevOps releases, monitoring, alerts, runbooks, and banking operations.

Built Snowflake ingestion and transformation workflows for daily AWS S3 and SFTP feeds. Worked with SQL Server, SSIS/SSAS/SSRS, dimensional modeling, Tableau, and analytics access controls.

Developed SQL Server/T-SQL and SSRS reporting repositories using Kimball methods for investment banking and asset-servicing data. Modeled data relationships and delivered compliance, asset-information, and portfolio reports.

Developed SQL Server/T-SQL and SSRS solutions, stored procedures, and data models. Validated results, performed unit testing, supported production data fixes, and translated business requirements into maintainable reports.

Designed Kimball-style Azure data warehouse models and Azure Data Factory pipelines. Delivered data into Azure Analysis Services and the warehouse, with Power BI dashboards and DAX measures.

Supported production SQL Server databases, performance tuning, backup and recovery, high availability, and disaster recovery. Assisted with migration to Azure SQL and SQL Server operations.

Developed data warehouse, SSRS reporting, and OLAP solutions for student and course systems. Used SQL Server/T-SQL, Oracle PL/SQL, ETL, Power BI, and data modeling.

Built ETL processes, data warehouse components, OLAP cubes, and KPI reports using Pentaho, MySQL, Mondrian, and Pervasive Data Integrator.

Designed data models, ETL/ELT processes, and reporting for insurance systems. Translated stakeholder requirements into specifications, mappings, test plans, and SQL Server solutions.

Supported fund-administration applications and data using SQL Server, C#/.NET, SSIS/SSAS/SSRS, and Change Data Capture. Worked on reporting, application releases, and production support.

Developed SQL Server Integration Services ETL, data models, and SSRS reporting for asset-information and Solvency II work. Integrated financial data and supported testing and Agile delivery.

Built ETL and data mart solutions for a Solvency II funding project. Worked with Oracle PL/SQL, SQL Server, SSIS/SSAS/SSRS, reconciliation controls, and dimensional modeling.

Modeled and synchronized financial data between Oracle and SQL Server using flat-file transfers and bulk loads. Translated business requirements into technical specifications and SSIS workflows.

Built and supported SQL Server data marts, data warehouse components, ETL jobs, and reporting solutions. Produced technical designs from business requirements and worked with SSAS, SSRS, MDX, and T-SQL.

Developed ETL packages and BI reporting for a corporate sales pipeline data warehouse. Used SQL Server, SSIS, SSAS, SSRS, T-SQL, MDX, and data-matching techniques.

Delivered SQL Server Reporting Services KPI and workflow reports for human and veterinary medicines teams before the project deadline.

Worked on trading-margin data warehouse and OLAP cube development using SQL Server, SSIS, SSAS, and Kimball modeling.

Supported Microsoft OEM licensing and revenue systems, including data marts, ETL jobs, PowerShell scripts, incident management, and coordination across global support teams.

Supported mission-critical web, application, and database systems. Worked with SQL Server, T-SQL, XML, APIs, SSIS, monitoring, and deployment support.

Developed SQL Server and .NET solutions, data models, and database workflows. Used functional specifications to guide design, implementation, and validation.

Developed SQL, XML, ASP.NET, and database migration solutions. Led requirements and data modeling work for CRM and insurance systems.

Managed a B2B e-commerce and secure connectivity project between Panama and US offices. Improved database and network performance and delivered management reporting.

Managed IT systems, servers, databases, networks, and a team supporting highway operations. Improved system performance and data warehousing, including a VPN solution that avoided major fiber-optic installation costs.

Logistics Application Development and Statistical Analysis.

Market Analysis and Statistical Data for Costa Rican Coffee Markets.