Agent Director
Cinematic, chat-native trace debugger for AI agents with playback, replay, and diff.
Full-stack AI practitioner — from ideation to production. I bridge the gap between technical depth and business value, helping teams ship AI that actually works.
Open Source
From agent orchestration to observability tooling — building at the intersection of AI capability and production readiness.
Cinematic, chat-native trace debugger for AI agents with playback, replay, and diff.
Standards-first control plane that observes, explains, and governs agentic browser actions across Gemini, AWS Bedrock AgentCore, and ChatGPT Atlas.
Demo-ready agentic system that overhears Teams conversations, detects actionable threads, and drafts remediation artefacts with full observability and replay.
Geospatial AI governance research — orchestrating FEMA NRI, BigQuery Earth Engine, and satellite imagery with auditable, policy-enforced outputs.
Intelligent emotion detection for TTS — Mistral 7B analyzes context and sarcasm to generate emotionally aware speech synthesis.
Governing Model-Context Protocol servers and agent skills with policies, budgets, and verifiable provenance.
GitHub App and Action that enforces policy, provenance, and budget controls across every autonomous agent run. CI/CD guards for the AI era.
Observability for Anthropic Skills — see which skill was intended, files referenced, policy approval, and token/latency shifts.
Independent R&D project for AI agent containment — exploring boundaries and safety mechanisms for autonomous systems.
Standards & Research
Contributing to the foundations of trustworthy AI — standards, RFCs, and research that shape how agents operate safely at scale.
A provenance and integrity standard for the MCP ecosystem. Cryptographically signed manifests that bind MCP server releases to immutable tool metadata, enabling automated trust verification.
Exploring compositional agent architectures through modular skill frameworks. Standards for skill discovery, invocation, and governance.
Defining verifiable trust boundaries for autonomous agent actions. Cryptographic attestation of agent decision surfaces and scope constraints.
I operate across the full AI lifecycle — from early-stage ideation through to production systems. My strength is connecting technical possibilities with real business outcomes.
Whether it's architecting agent systems, building MVPs, or helping teams understand what's actually possible with AI today, I bring both the technical depth to build and the commercial awareness to ship things that matter.
Focus Areas