Projects & POCs

Production systems delivered in regulated environments โ€” pharma, audit, and enterprise.

๐Ÿ“‹ PHARMA ยท MEDICAL WRITING
In Production

Agentic ICF Generator

Transforms complex Clinical Study Protocol tables spanning multiple pages into concise ICF Summary Tables using Skills Cards architecture with scoped MCP tool restrictions.

โšก 1โ€“2 days manual โ†’ under 5 minutes
DSPyMCPSkills CardsVertex AI
๐Ÿ” PHARMA ยท DOCUMENT AI
In Production

Vision Agentic RAG

Multimodal retrieval system with custom Docling parser extracting tables, figures, and images from PDFs, RTF, DOCX into structured Markdown. Indexed into Weaviate and GCS.

๐Ÿ“ˆ Retrieval hit-rate@6: 60% โ†’ 85%
DSPyWeaviateDoclingGCSColPali
๐Ÿค– AUDIT ยท ENTERPRISE RAG
Delivered

Compound AI Audit Chatbot

RAG chatbot for KPMG's audit department parsing thousands of documents (PDF, PPTX, images) with query decomposition, chain-of-thought reasoning, and multi-hop traversal.

๐Ÿ“ˆ Answer accuracy: 70% โ†’ 94%
DSPy OptimizersAzure SearchLangFuseStreaming