Helping digital platforms scale safely through
expert Trust & Safety governance
Independent Trust & Safety Specialist with 15+ years of experience supporting high-risk, user-driven platforms.
Why platforms trust
my expertise

15+ years shaping Trust & Safety strategies across complex digital platforms.

Deep understanding of risk patterns at scale (abuse, fraud, sensitive content).

Hybrid Trust & Safety models supporting large-scale UGC volumes: automation as support, human judgment as the decision layer.

Hands-on experience in high-exposure, user-driven ecosystems

Operational leadership in regulated, high-pressure contexts: escalations, QA, governance, and crisis response.

Multilingual Trust & Safety operations (French · Spanish · English)
A senior Trust & Safety expert,
not a generic moderation provider
I secure digital platforms where user safety, reputation, and compliance are critical.
My experience spans frontline moderation, escalation handling, crisis response and operational leadership in complex, and high-volume environments.
Trust & Safety services designed
for scale and accountability.
Content Moderation & Policy Enforcement
Manual and hybrid moderation, consistent rule application.
Escalation & Crisis Handling
High-risk cases, sensitive content, reputational threats.
Scalable Trust & Safety Operations
Supervised teams, QA, governance, reporting.
Community Engagement & Social Care
User communication, brand protection, social moderation.
Experience across high-risk digital ecosystems.

Dating & Social Discovery.

Gaming & Interactive Entertainment.

Marketplaces & Classifieds.

Media & Publishing.

Retail & E-commerce.

Betting, Lottery & Gambling.

Regulated & public-facing platforms.
A governance-first
approach to Trust &
Safety.
A governance-first approach to Trust & Safety.
Human judgment alongside automation
AI-assisted, not AI-only moderation.
Proven leadership at scale
Supervision, QA, escalation, and accountability.
Confidentiality by design
No exposure of client data, processes, or thresholds.
Human judgment alongside automation
AI-assisted, not AI-only moderation.
Consistency & proportional enforcement
No over-moderation, no blind automation.
Proven leadership at scale
Supervision, QA, escalation, and accountability.
Proactive risk prevention
Not just reacting, but anticipating.