Cairo V.

About Cairo V.

My career sits at the intersection of Trust & Safety, Risk, and Operations.I’ve worked across high-risk enforcement environments — from child safety and impersonation investigations to political content, fraud, abuse activity, and global streaming compliance. I specialize in making high-judgment decisions where policy, regulatory risk, and customer experience collide.Currently, I work in Policy Operations for Prime Video at Amazon, reviewing global content, conducting audits, and making final-call enforcement decisions in complex or ambiguous cases. I support misalignment reviews, child safety audits, live and linear content analysis, and political content remediation efforts — helping ensure consistency, accuracy, and regulatory integrity at scale.Before this, I led teams, built quality frameworks, improved workflows, reduced SLAs, trained analysts, and supported fraud and abuse investigations across multiple platforms. I’ve operated both on the front lines of enforcement and behind the scenes building the systems that make enforcement stronger.What sets me apart is pattern recognition. I see trends early. I ask the uncomfortable questions. I challenge inconsistencies. And I care deeply about getting it right — not just fast.I’m drawn to roles where judgment matters, where ambiguity is constant, and where protecting users and platforms requires both analytical rigor and operational clarity.

Experience

1. Policy Operations Specialist - Trust & Safety Prime Video

   Prime Video & Amazon MGM Studios

   Nov 2025 — Present · Austin, TX, US

   Conduct high-judgment manual reviews of global Prime Video content to ensure compliance with internal policy frameworks and regulatory standards- Make final-call enforcement decisions on complex or ambiguous cases, balancing customer experience, regulatory risk, and platform integrity- Perform weekly misalignment audits (5–20 cases per week), identifying enforcement inconsistencies and driving alignment across policy and operations teams- Completed 59 Child Safety (CSAM) audit reviews, strengthening compliance accuracy in high-risk content categories- Executed Political Content data cleanup initiative, reviewing and correcting 78 cases to improve classification accuracy and reduce regulatory exposure- Analyze live and linear broadcast content, assessing real-time compliance risks and escalating when necessary- Document comprehensive investigation reports outlining findings, risk assessment, and enforcement rationale- Partner cross-functionally with Policy, Program, and Operations stakeholders to refine SOPs and improve enforcement consistency- Support hiring and interview processes through shadowing and candidate evaluation participation- Serve as Point of Contact (POC) for volunteer initiatives, supporting engagement and team coordination- Surface trends and operational gaps through case analysis, contributing insights that improve process efficiency and risk mitigation.