Mateo Silva, ai application engineer

Mateo Silva

Senior AI Application Engineer

Montevideo, Uruguay · America/Montevideo (UTC-3) · 8 years of experience

Mateo focuses on shipping dependable AI product experiences from typed APIs through production UX.

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Why this profile fits

Product-quality AI UX

Builds responsive, accessible interfaces that make uncertainty, sources, progress, and recovery understandable.

Typed model contracts

Uses structured outputs, validation, regression tests, and fallbacks to keep model behavior inside the application contract.

Full-stack ownership

Ships the interface, service, data path, observability, and deployment as one operable product.

Relevant toolkit

TypeScriptReactNext.jsPythonFastAPI

Delivery evidence

Selected work

Operations Analytics Copilot

logistics

Designed and delivered a customer-facing AI application focused on analytics copilots; reduced routine operational analysis requests by 37% with governed semantic queries. The release included accessible UX, typed model contracts, regression tests, observability, and cost-aware deployment.

TypeScriptReact

Metric Definition Registry

logistics operations

Built the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.

TypeScriptPython
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Relevant experience

Career timeline

Senior AI Application Engineer

2024–Present

Devlyn client assignments · Remote

  • Led analytics copilots delivery for a logistics team and reduced routine operational analysis requests by 37% with governed semantic queries.

AI Application Engineer

2019–2023

logistics product company (confidential) · Montevideo, Uruguay

  • Built production systems in logistics, with increasing ownership of reliability, testing, and stakeholder delivery.

Skill depth

Show experience in context.

VerbalCommunicationDomainUnderstandingProblemSolvingCodeQualitySystemDesignDeliverySpeed
Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

TypeScript8 years
React7 years
Next.js6 years
Python5 years
FastAPI8 years
LLM APIs7 years
See the complete skill index

Languages

PythonTypeScriptSQLBash

Frameworks

ReactNext.jsPythonNode.jsPostgreSQLPydantic

Tools

PlaywrightDockerOpenTelemetryGitHub ActionsDocker

Platforms

AWSGoogle CloudAzureVercel

Storage

PostgreSQLRedispgvectorS3

Paradigms

Product engineeringStreaming UXStructured outputsEvaluation-driven releases

Credentials

Certifications

Google Cloud Professional Cloud Developer

Google Cloud · 2023 · Certified

AWS Certified Generative AI Developer – Professional

Amazon Web Services · 2026 · Certified

Communication

Languages

English

Fluent

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