Technical Reviewer — Packt Publishing
Credited technical reviewer for OpenClaw AI in Production (Ken Huang): full code review of agent architectures, MCP integrations, and security boundaries against pre-publication releases.
Agentic AI Solutions Engineer
Dennis Tien Donaghy
Multi-agent systems on open protocols (MCP, A2A) · frontier-model evaluation · security-first harness engineering · Kubernetes · 15+ years of financial-risk data engineering.
Current Work
Expert Contributor — Snorkel.ai
Reproducible benchmark environments for frontier agentic models across ML, finance, and agentic domains — PyTest, Docker/Kubernetes, Terminal-Bench, Harbor.
Solutions Engineer — AIML Solutions
Hardened VPS multi-agent systems with model routing, scoped permissions, and execution boundaries; RAG pipelines; deterministic containerized infrastructure.
Flagship Project
Sep 2026 · open source
triage-mesh — Security-First Multi-Agent Vulnerability Triage
Seven services: an orchestrator delegates over A2A to three LLM agents, each reaching its own MCP tool server (2026 stateless spec), with live OSV.dev intel and human-gated publication. The model is treated as an untrusted component — every guarantee lives in the harness, and every guarantee is a test.
- Deny-by-default policy engine, schema validation at every boundary, trust-labeled untrusted text, audience-scoped service JWTs
- 13-scenario red-team suite must fail closed in CI; Kubernetes NetworkPolicies generated from the same policy file and proven on a kind+Calico cluster (13/13 conformance)
- One OpenTelemetry trace per assessment across all seven services
Background
Systems Engineer, Finance & Blockchain — AIML Solutions
Financial data ingestion and analytics for derivatives, crypto, and market data; QuantConnect LEAN backtesting; PostgreSQL and Linux.
Data Engineer, OSINT Watchlists — Safe Banking Systems
Entity-resolution and watchlist-classification systems spanning OFAC, HM Treasury, EU, and UN lists; large-scale financial-risk pipelines for compliance workflows.
Education
- UT Austin, McCombs — Postgraduate Certificate, AI & ML for Business Applications (2025, GPA 4.22 weighted)
- New York University — BA, Economics