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Experiencia
- K-LAGANAxa PartnersCONSEJO & AUDITORÍAenero de 2025 - enero de 2026 (1 año)Barcelona, España
- Built and scaled a Node.js (TypeScript) conversational AI backend, integrating Azure AI Language and Microsoft Cognitive Services to process image/audio inputs and deliver speech-to-text / text-to-speech, including Flemish and Belgian Dutch language support.
- Developed a Python serverless function (Azure Functions) using spaCy to process and analyze documents/text, enriching the bot with NLP outputs consumed by the platform.
- Implemented robust input validation, control, and debugging using regular expressions, plus entity extraction (names, user responses, attributes) to improve data quality and NLP accuracy.
- Delivered a React admin console to manage intents, utterances, flows, texts, and bot configuration, and added conversation summary features for both end users and agents.
- Developed a .NET (Razor) operational screen and backend services backed by Redis caching, efficiently serving bot data produced by the Node.js platform.
- Owned CI/CD and infrastructure-as-code (Azure Bicep), and drove the migration of the bot platform from OpenShift to Azure and Azure DevOps, improving deployment reliability and operational consistency.
- Amaris ConsultingFull Stack DeveloperHIGH TECHagosto de 2022 - noviembre de 2024 (2 años y 3 meses)Medellín, Colombia• Migrated user authentication method from CIAM to OAuth2.0• Configured and created JWKS for different environments• Established URLs for login and logout• Programmed user login and data validation• Designed token exchange flow for application access• Created documentation for dependent teams• Advised teams on integration• Created and supported login view• Intermediated with global team for necessary configurations• Backend Developer• Implemented mobile application for four Latin American countries• Improve the performance of past developments and cache implementation with redis.• Created endpoints for backend services• Unified code for different APIs• Stabilized backend services• Accompanied client requirements• Developed solutions for different countries• Implemented OAuth2.0 login method
- PerficientSoftware Backend EngineerHIGH TECHjunio de 2021 - junio de 2022 (1 año)Medellín, Colombia• Designed serverless architecture solutions• Created Lambda functions with vanilla JavaScript• Created Stored procedures in PostgreSQL• Configured Cognito in AWS for Lambda functions• Developed user communication functionalities• Created integrations with different services• Created connections with different credit card brands
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Formación
- Computer Engineering,Instituto Tecnológico Metropolitana (ITM)Computer Engineering,