Public profile README covering how I approach product, AI systems, and customer signal in production.

Open-source multimodal AI provenance detection platform with explainable evidence cards, provider consensus, and benchmark-driven quality gates.

MCP server with 41 AI-powered tools for child safety, fraud detection, and content moderation. Detects bullying, grooming, sextortion, romance scams, social engineering, and more. For Claude, Cursor, and MCP-compatible AI assistants.

Crash course for new tirreno developers. Open-source security framework architecture, integration guide, and risk rules for developers and product teams.

Official Moderyo Unity SDK — AI-powered content moderation for games. UPM package for Unity 2021.3+.

Official .NET SDK for Moderyo Content Moderation API

Open-source behavioral intelligence for child safety moderation.

ARGUS — open-source trust & safety platform. Fake account detection, deepfake identification, and disinformation monitoring for digital advertising.

Synthetic trust and safety operations case study for AI user reports, covering risk taxonomy, severity classification, SQL analysis, dashboarding, QA, escalation workflow, and responsible automation.

Give your AI agents the power to discover, coordinate, and collaborate safely. Open-core collaboration layer for AI agents.

Autonomous Trust & Safety system using multi-agent orchestration on AWS. Detects, investigates, and enforces policy violations at scale with human-in-the-loop for sensitive cases. Built with Lambda, Step Functions, Bedrock, DynamoDB, and React.

GenAI governance and AI agent launch-readiness framework with golden evals, risk gates, automation boundaries, human escalation, and local readiness reports.

Technical Lead case study: React Native iOS app, trust & safety, tutoring marketplace, App Store deployment

FaceIQ: identity verification that piggy backs phones own world class biometric scanning for proving the real human behind an online interaction. Fully client side driven. No server upload. Highly secure.

Free and open-source dating platform that respects your privacy

A curated list of tools, research, organizations, and frameworks for trust and safety, child protection, and content moderation.