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Software Engineer
AI Engineer building production multi-agent RAG at Grupo CEU and reliable fintech automation at Tkambio.
PeruSoftware Engineer at Kontai
Built a WhatsApp cash-register agent for Peruvian micro-businesses using vision models and Cloudflare Workers. Improved intent accuracy from 72.4% to 97.7% and reduced latency from 1.7s to 279ms.
Cloudflare WorkersCloudflare QueuesVision
Contributed to an AI lead-qualification pipeline for a legal client using Next.js and Payload CMS, with web search and LLM scoring. Implemented JSON-schema output validation and rule-based fallback, saving about 10 minutes per lead.
Next.jsPayload CMSLLMJSON schemaSearchTypeScript
Designed and shipped a LangGraph multi-agent RAG service in production, including FastAPI, pgvector, Redis memory, and human handoff. Implemented monitoring with LangSmith and continuous improvement through automated tests and staging conversation batteries.
LangGraphfastAPIRAGPgvectorRedisLangsmithPythonTypeScriptTestingCI CD
Owned the rebuild of the banking automation bot into an API and browser worker, processing ~500 operations per day. Eliminated duplicate money transfers by validating operations against the back office via webhooks.
NodeJSTypeScriptBullMQMongoDBRedisWebhooksChrome extensions
Led the frontend modernization of a legacy PHP education platform with a Lit web component library integrated with backend microservice APIs.
LITWeb ComponentsPHPMicroservicesFrontend Development
Translated the operations team's spreadsheet workflow into a custom CRM integrated with Google Classroom, Calendar, WhatsApp API, and Mercado Pago payments.
ReactTypeScriptGoogle Classroom APIWhatsApp APIMercado PagoCRM
B.Sc. in Computer Science and Systems Engineering, ranked 4th in class with top 5% GPA. Participated in an exchange program at Universidad de Los Lagos, Chile in 2024.
B.Sc. in Computer Science and Systems Engineering, ranked 4th in class with top 5% GPA. Participated in an exchange program at Universidad de Los Lagos, Chile in 2024.