Project: AI-Driven Content Compliance & Quality Architecture
Role: Lead Systems Architect / Quality Auditor Scope: Managed a large-scale project to audit 2 million+ healthcare data points for a top-tier digital health platform. Methodology: I developed a multi-stage SFT (Supervised Fine-Tuning) workflow. This involved creating domain-specific prompts to test the model’s ability to categorize SKUs, followed by detailed response evaluation to capture error traces in logical reasoning. Outcome: Through iterative feedback and prompt refinement, I built a 'Modular Factory' for content that allowed for 1,000+ monthly assets with 98% accuracy. My work focused on aligning model outputs with strict internal reporting standards and regulatory compliance, specifically in the business operations and healthcare domains.