Experience

Engineering, teaching, and research across ML, Applied Mathematics, and Software

Oct 2024 - Present

Montevideo, Uruguay

Oct 2024 - PresentMontevideo, Uruguay

Key responsibilities

Led architecture and deployment of AI systems for UNICEF’s Geosphere project, designing advanced agentic LLMs with LlamaIndex and MCP — selected as one of the global top 100 AI projects by IRCAI (UNESCO-supported).
Drive strategic AI collaborations with LlamaIndex for a major energy company, building scalable AI agents for enterprise document processing and decision support.
Mentor a team of engineers, contribute to hiring, and define technical standards and best practices in AI system design.

Tech

FastAPILangChainLlamaIndexMCPPythonGCPAWS

Feb 2023 - Feb 2025

Montevideo, Uruguay

Feb 2023 - Feb 2025Montevideo, Uruguay

Key responsibilities

Led theoretical and practical classes for Programming 1, teaching imperative programming fundamentals including algorithm design and structured implementation techniques.
Assisted Programming 2 laboratory sessions, focusing on data abstractions (lists, stacks, queues, binary trees) and implementing them using modularization, good programming practices, and basic algorithm analysis.
Conducted research on DNA storage with the Information Theory Group.

Tech

PascalC++

Feb 2024 - Oct 2024

Montevideo, Uruguay

Feb 2024 - Oct 2024Montevideo, Uruguay

Key responsibilities

Worked in the development of the backend for Docshunter, a document management and generation platform. Built an API designed to be reused in other client applications.
Wrote blog posts about technical solutions used in the platform.
Took part in technical interviews with potential candidates.

Tech

FastAPIPostgresPythonLangchainAWS

Aug 2023 - Feb 2024

Montevideo, Uruguay

Aug 2023 - Feb 2024Montevideo, Uruguay

Key responsibilities

Built and implemented web applications using .NET technologies to support risk analysis for national and international banks.

Tech

.NETC#T-SQL (SQL Server)