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Capabilities

Four domains. Each one a different way of applying systems thinking — from voice AI pipelines to government health infrastructure.

AI Systems

Building intelligence from voice to multi-agent

Voice-First AI App
  • Voice-First UX Design
  • LLM Integration
  • Prompt Architecture
  • Multi-Agent Design
  • Safety & Privacy Layers
  • RAG Pipelines

Research

Graph models, knowledge representation, publication

GNN + GAT Paper
  • GNN + GAT Architecture
  • Knowledge Representation
  • Benchmark Design
  • Disease Prediction
  • IEEE Publication
  • Cora · PubMed · DBLP

Data Intelligence

Turning raw data into executive-level decisions

Marketplace Analytics
  • KPI Framework Design
  • Cohort Analysis
  • CEO-Level Dashboards
  • Campaign Analytics
  • Looker Studio
  • Meta Ads · Instagram

Edge Operations

Physical systems, IoT, and on-ground deployment

  • IoT System Deployment
  • Raspberry Pi 5
  • Manufacturing SOP Systems
  • Real-Time Monitoring
  • Field Operations
  • Digital Infrastructure