I'm John Cyrus M. Suriaga, a Senior Software Engineer specializing in AI/ML and Large Language Models. I have over 6 years of experience building and deploying production-grade LLM and Generative AI systems.\n\nI have delivered GPT-4 / RAG chatbots, domain-specific fine-tuning pipelines, and high-throughput ML APIs serving 10,000+ requests per minute across healthcare, finance, education, and legal domains. I have a proven track record of reducing model training time, cutting inference latency, and leading engineering teams at global software firms.…I'm John Cyrus M. Suriaga, a Senior Software Engineer specializing in AI/ML and Large Language Models. I have over 6 years of experience building and deploying production-grade LLM and Generative AI systems.\n\nI have delivered GPT-4 / RAG chatbots, domain-specific fine-tuning pipelines, and high-throughput ML APIs serving 10,000+ requests per minute across healthcare, finance, education, and legal domains. I have a proven track record of reducing model training time, cutting inference latency, and leading engineering teams at global software firms.WWWW…