SignScribe
Emergency accessibility prototype for limited sign-language phrase recognition, translation, and spoken output.
Evidence summary from documented implementation work.
Projects
Start with two production projects that demonstrate measurable outcomes, architecture, and engineering tradeoffs, then explore the supporting work across vision, real-time systems, validation, and knowledge graphs.
Flagship projects
A self-service analytics platform that ingests business data, builds context, generates dashboards, and answers grounded questions through deterministic analytics plus LLM agents.

A secure AI workspace for document ingestion, RAG, role-based access, model routing, speech capabilities, and workspace-isolated chat.

Supporting projects
Emergency accessibility prototype for limited sign-language phrase recognition, translation, and spoken output.
Evidence summary from documented implementation work.
Object detection and OCR-style inference over live WebRTC streams, including sub-100ms frame inference in LinkedIn evidence.

Evidence summary from documented implementation work.
Facial-expression mapping into 52 ARKit blendshapes for real-time 3D avatar animation in browser-based communication flows.
Evidence summary from documented implementation work.
Rules-as-data validation platform concept using deterministic checks first and selective AI judgment for ambiguous cases.
Evidence summary from documented implementation work.
A hackathon-built clinical intelligence pipeline that links evidence across a decade of medical PDFs using vector retrieval, graph traversal, and citation-grounded synthesis.
Evidence summary from documented implementation work.