Towards Trustworthy AI in Financial Compliance
Explainable graph neural network for anti-money-laundering. 0.515 PR-AUC, roughly 2.47x the best published structure-only baseline.
Neri Carcasci
AI engineer at Red Hat. Dublin, Ireland.
Agent observability in open-source MLflow. Founder at EirePlan.
Work
Red Hat
Agent observability and the evaluation execution framework in open-source MLflow, plus the downstream distribution shipped in OpenShift AI.
EirePlan
Agentic planning intelligence for Irish property. 585,000+ decisions across all 31 local authorities, every answer cited to source policy.
Speed-Deed
Pre-sale property and conveyancing platform. Zero to market in three months as founding engineering hire.
Frensei
AI platform for PhD students, piloted at universities across four countries. Covered by The Irish Times; backed by Enterprise Ireland New Frontiers.
Ernst & Young
Penetration testing, vulnerability reporting and cyber campaign management across client engagements.
Projects
AI Planning Intelligence Platform (Co-founder)
Retrieval and drafting for Irish planning: ingestion, grounding, and the workspace planners actually use.