Drums, Pennsylvania, United States
I build AI systems that actually run inside real workflows. Most teams experimenting with AI start with prompts or demos. The hard part is turning that into reliable systems that operate inside a business process. My focus: AI agents workflow orchestration LLM routing data integrations
• Extracted high-signal insights from noisy, ambiguous inputs (user reports, edge cases, transcripts) to improve AI system clarity, evaluation accuracy, and decision quality. • Identified failure modes, reasoning gaps, and misalignment risks in AI-driven workflows; delivered concise, actionable recommendations. • Translated complex technical and human-behavioral patterns into clear guidance usable by product, QA, and non-technical stakeholders.