Edwin Arrieta

I’m a senior AI engineer with 8+ years of experience building production platforms across B2B commerce, digital health, conversational automation, and document intelligence. I progressed from full stack engineering into applied AI, machine learning, deep learning, intelligent automation, NLP, OCR, and scalable cloud-native systems.

At Veryfi, I designed and enhanced production AI services for intelligent document processing (receipts, invoices, checks, and bank statements). I improved OCR and multimodal extraction reliability through preprocessing, schema normalization, field validation, and service-level safeguards, while building fraud-detection pipelines that evaluate suspicious metadata and anomalies.

I also work end-to-end on inference delivery in containerized cloud infrastructure—helping maintain low-latency processing, stable releases, and dependable production behavior. I strengthen observability with request tracing, structured logging, diagnostics, and error visibility, and I operationalize post-extraction rule systems for enrichment, routing, validation, and customer-specific automation.

Earlier, I built enterprise conversational automation systems at Auronix and AI-enabled triage and consultation workflows for a digital health platform at 1DOC3. I began as a full stack engineer at Frubana, delivering B2B commerce features and operational tooling—bringing a high-bar engineering mindset and strong product judgment to every AI workflow I ship.