Highlights
Contribution beyond the day job: conference talks, hackathon judging, peer review and artifact evaluation, and mentoring across the engineering and AI community.
49 entries
Agents are in production and doing privileged things, but the guardrails did not arrive with them. This PlatformCon talk lays out a Java and Spring Boot pattern that makes an agent quote a versioned tool contract before any tool runs, with a gateway that validates, governs, and audits every call.
A three-layer evaluation framework in Java + LangChain4j for AI-agent trust testing: policy compliance, judge-based answer safety, and tool-trajectory validation, wired into CI as a build-time gate.
Judged Day-Zero: Agents in the Wild, an adversarial agent field test presented by Efficient Frontier Labs (Oakland, CA).
Generating working MCP servers straight from the OpenAPI specs you already have: the mechanical field mapping, why it takes a library and not a script, the production traps, and the guardrails to set before an agent touches real users.
Peer reviewer for the Trustworthy AI for Good (AI4GOOD) workshop at ICML 2026.
Judged the Google I/O kickoff pre-World Cup hack (San Francisco).
Artifact evaluator for CAV 2026 (Computer Aided Verification).
Judged AI Agents Hackathon #33, a virtual hackathon run by Open Source for AI and the r/AI_Agents community.
Peer reviewer for the Agents in the Wild (AIWILD) workshop at ICML 2026.
Peer reviewer for the First Workshop on Agent Skills at ACM CAIS 2026.
