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AI platform engineer with 13+ years building production systems, the last four focused on LLM and ML systems in regulated insurance workflows. At Guidewire, led the submission intake team, which handled ACORD extraction from PDF, scans, email and EDI using fine-tuned CV/OCR models and LLMs, with human-in-the-loop correction feeding a retraining loop. Now architects agentic systems end to end: RAG and context pipelines, eval suites that gate deploys in CI, cost optimization, and guardrails against prompt injection and PII leakage. Deep background in event-driven backend systems on Java, Kotlin and Python across AWS.…AI platform engineer with 13+ years building production systems, the last four focused on LLM and ML systems in regulated insurance workflows. At Guidewire, led the submission intake team, which handled ACORD extraction from PDF, scans, email and EDI using fine-tuned CV/OCR models and LLMs, with human-in-the-loop correction feeding a retraining loop. Now architects agentic systems end to end: RAG and context pipelines, eval suites that gate deploys in CI, cost optimization, and guardrails against prompt injection and PII leakage. Deep background in event-driven backend systems on Java, Kotlin and Python across AWS.

Xavier Ramirez

Software Engineer, AI Developer, AI Engineer

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AI platform engineer with 13+ years building production systems, the last four focused on LLM and ML systems in regulated insurance workflows. At Guidewire, led the submission intake team, which handled ACORD extraction from PDF, scans, email and EDI using fine-tuned CV/OCR models and LLMs, with human-in-the-loop correction feeding a retraining loop. Now architects agentic systems end to end: RAG and context pipelines, eval suites that gate deploys in CI, cost optimization, and guardrails against prompt injection and PII leakage. Deep background in event-driven backend systems on Java, Kotlin and Python across AWS.…AI platform engineer with 13+ years building production systems, the last four focused on LLM and ML systems in regulated insurance workflows. At Guidewire, led the submission intake team, which handled ACORD extraction from PDF, scans, email and EDI using fine-tuned CV/OCR models and LLMs, with human-in-the-loop correction feeding a retraining loop. Now architects agentic systems end to end: RAG and context pipelines, eval suites that gate deploys in CI, cost optimization, and guardrails against prompt injection and PII leakage. Deep background in event-driven backend systems on Java, Kotlin and Python across AWS.

Available to hire

AI platform engineer with 13+ years building production systems, the last four focused on LLM and ML systems in regulated insurance workflows. At Guidewire, led the submission intake team, which handled ACORD extraction from PDF, scans, email and EDI using fine-tuned CV/OCR models and LLMs, with human-in-the-loop correction feeding a retraining loop. Now architects agentic systems end to end: RAG and context pipelines, eval suites that gate deploys in CI, cost optimization, and guardrails against prompt injection and PII leakage. Deep background in event-driven backend systems on Java, Kotlin and Python across AWS.