02Frontend & Web Applications
Built AI Interaction & Transcript Reviewer Tool
Done
What I built
Developed a specialized log review and inspection interface to analyze AI developer assistant transcripts. The application parses structured session exports, provides instant filtering across prompts and responses, and highlights interaction patterns.
Designed to help developers evaluate prompt effectiveness, identify recurring code generation errors, and audit assistant interactions.
What clicked
Structuring log streams into clean conversation turn models makes auditing and qualitative review dramatically faster for engineering teams analyzing LLM performance.
What I'd change
Add exportable metrics and side-by-side prompt diffing to evaluate the effectiveness of prompt refinements over time.