Work shaped by operational reality.
I work in fraud operations and disputes, with an ongoing interest in payment risk, scam patterns, and digital safety.
Operational Background
I work in financial operations, currently as a Dispute & Chargeback Analyst for a major US fintech client. My day-to-day work involves reviewing dispute and chargeback cases, assessing transaction context, and working through operational workflows.
Through this work and ongoing study, I have developed a close interest in how fraud scenarios develop, how payment systems handle disputes, and where gaps in communication and tooling leave users or operational teams vulnerable.
Outside my professional role, I write about fraud patterns, build exploratory tools like RISX, and study how consumer safety can be improved across digital payment channels.
Areas of Work & Inquiry
Dispute & Chargeback Operations
Working through dispute lifecycles, evaluating chargeback evidence, and understanding how network rules and operational requirements shape case outcomes.
Fraud Scenario & Scam Review
Deconstructing common scam playbooks — such as impersonation, fake investment schemes, and task fraud — to understand how victims are deceived.
Transaction & Payment Risk
Examining transaction contexts, payment flows, velocity indicators, and unauthorized account activity across payment channels.
Public Fraud Information
Exploring approaches to categorize and publish scam information clearly, helping consumers recognize red flags before losses occur.
User Behaviour & Friction Points
Studying how urgency, pressure, and user habits interact with checkout and transfer workflows.
Practical Communication
Explaining financial crime mechanisms in clear, direct language that avoids jargon and focuses on actionable takeaways.
Writing & Independent Work
I use this website to publish notes, essays, and working ideas. The goal is to document what I am learning, test concepts in public, and build a clear, honest body of work over time.
Whenever I share an analysis or project, I try to be explicit about assumptions, current limitations, and the scope of what is being presented.
Conversations & Connections
I am always glad to connect with fellow analysts, operators, researchers, and builders interested in:
- Dispute workflows, chargeback management, and operational practices
- Emerging scam patterns and deceptive social engineering tactics
- Ideas for pre-payment risk indicators and user-facing warning tools
- Collaborative writing or discussion around payment risk and digital safety