Helping digital platforms scale safely through
expert Trust & Safety governance

Independent Trust & Safety Specialist with 14+ years of experience
supporting high-risk, user-driven platforms.

Why platforms trust
my expertise

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

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

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

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

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

Multilingual Trust & Safety expertise (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.

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.

Experience built in large-scale, public and highly
exposed digital environments.

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.

Professional Feedback

 
Trusted by international stakeholders for rigor, reliability and long-term collaboration.
Dès le début, nous avons constaté que tu avais très vite compris notre problématique. Merci beaucoup pour ton aide et ta rigueur. Nous sommes arrivés à un point où l’on te fait complètement confiance.
Ludovic L.
You’re doing a great job ! Keep up the excellent work, and we’ll catch up soon.
Ying H.
Muchas gracias por todo este tiempo de colaboración tan fácil, rápida y profesional. Ha sido un placer trabajar contigo y compartir proyectos a lo largo de estos meses.
Rebeca M.
We are thrilled to have you on board and are confident that your contributions will greatly enhance our collective success. Thanks for the follow-up, and thanks for your hard work.
Xige Y.
Ha sido un placer trabajar contigo estos años.
Gabriela B.
We just wanted to take a moment to say thank you and express our sincere gratitude for all the hard work and dedication you've put into our projects. We’ll definitely miss having you on the team!
Oryah H.
Merci pour la qualité du travail durant ces dernières années.
Benjamin R.