Experience

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

Oct 2024 - Present
Montevideo, Uruguay

Lead Machine Learning Engineer · Tryolabs

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Oct 2024 - PresentMontevideo, Uruguay
Key responsibilities
  • Work as an embedded Forward Deployed Engineer with the LlamaIndex team, delivering document-processing solutions for major enterprise clients to drive adoption of the LlamaCloud platform.
  • Led the technical architecture of Geosphere (UNICEF), an open-source initiative designing advanced agents with the Model Context Protocol (MCP) — recognized by IRCAI (UNESCO) as one of the top 100 AI projects globally.
  • Mentor the engineering team, lead technical interviews, and define engineering standards for AI system design and deployment.
Tech
LlamaIndexLlamaCloudMCPFastAPIPythonGCPAWS
2024 - Present
Montevideo, Uruguay

Co-founder & AI Specialist · The Hawk Eye Football

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2024 - PresentMontevideo, Uruguay
Key responsibilities
  • Co-founded a sports-intelligence platform for professional football clubs, working across the stack (ML, data analysis, backend, and frontend) for player scouting and evaluation across 10+ LATAM leagues.
  • Designed the proprietary TCA Score, a league-adjusted metric that rates how well a player performs in their role to enable fair cross-competition comparison.
  • Built the analytics engine powering scout search, side-by-side player comparison with position-adjusted percentiles, and match analysis (xG, shot maps, build-up by phase).
Tech
PythonMachine LearningData EngineeringReact
Feb 2023 - Feb 2025
Montevideo, Uruguay

Teaching and Research Assistant · InCo - UdelaR

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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

Junior AI Developer · Eagerworks

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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

Junior Developer · Sinapsis

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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)

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