Cameron Hall

// AI Builder · Fraud Analyst · Baldwin Hills, CA

I don't wait for
tools to exist.
I build them.

Six years of working fraud cases taught me exactly what to build. Now I build it.

See what I've built ↓ GitHub →

Tools in the wild.

Production agents and fraud tooling — built independently, deployed to real infrastructure, solving real problems.

🔍
GCP Migration
BizVerify

KYB fraud verification tool that scores businesses 0–100 using Secretary of State data, WHOIS/domain age, SSL validation, Google Safe Browsing, DNS analysis, and social presence. Built solo, validated by a Senior SWE II, now being migrated to GCP with Okta auth.

PythonFlaskKYB/KYCSerper APIRender → GCP
view source →
🛡️
Live
ThreatDesk

Live fraud intelligence platform that pulls daily news across 6 threat categories — Identity & KYC, Payment Fraud, Account Takeover, Business Fraud, Regulatory, and Trust & Safety — summarizes each with Claude AI, assigns severity levels, and tracks trending fraud keywords via Google Trends.

PythonFlaskClaude APISerper APIRender
view live →
💼
In Dev
Job Search Agent

Agentic job discovery tool that monitors listings for Trust & Safety, Fraud Engineering, and KYB/KYC roles, scores fit against my background, and delivers a filtered daily brief to Telegram — so I stop doomscrolling LinkedIn.

PythonGitHub ActionsClaude APITelegram Bot API
github →
📊
In Dev
Chargeback Pattern Analyzer

Analyzes transaction data to detect chargeback fraud patterns — identifies velocity abuse, friendly fraud signals, and merchant category risk using Claude AI to surface actionable insights for fraud operations teams.

PythonClaude APIPandasFlask
github →
6+
Years in fraud & identity
2
Tools live in production
100
BizVerify trust score ceiling
Problems left to automate

The stack.

Domain knowledge in fraud + the technical chops to build on top of it.

AI & Automation
  • Agentic AI with Claude API
  • GitHub Actions (cron & event-driven)
  • Telegram Bot API delivery
  • Python automation pipelines
  • REST API integration
  • Prompt engineering
Fraud & Identity
  • KYB / KYC verification
  • Account takeover mitigation
  • Identity document review
  • Chargeback resolution
  • Risk scoring & investigation
  • Trust & Safety operations
Engineering
  • Python (Flask, agents, scripts)
  • WHOIS / domain intelligence
  • DNS & SSL analysis
  • Google Safe Browsing API
  • Cloud deployment (Render → GCP)
  • Okta / Google auth integration

Why I build.

I'm a fraud analyst at Stamps.com / ShipStation (Auctane) in Baldwin Hills, CA. Over six years I've worked identity verification, KYB/KYC, account takeover, and chargeback resolution — and I've watched a lot of that work stay manual longer than it needed to.

So I started building. BizVerify was the first — a business verification tool I shipped on my own that now has a GCP migration ticket with Okta auth, reviewed and greenlit by a Senior SWE II. That's not a side project anymore, that's infrastructure.

I'm targeting roles where fraud domain expertise and AI/automation skills sit in the same seat — AI Ops, Trust & Safety tooling, Fraud Engineering, or any team that wants someone who can identify the problem and build the solution.

BA in Communication, UC Davis. CompTIA A+ in progress. Security+ next.

🖥️
CompTIA A+ Core 1
Hardware & networking fundamentals
Active
🔐
CompTIA Security+
Cybersecurity foundations
Planned
☁️
Cloud Certification
GCP / AWS target
Planned
🎓
BA, Communication
UC Davis

Let's build something.

Open to conversations about AI tooling, Trust & Safety, Fraud Engineering, or KYB/KYC roles. If you're solving hard problems with AI, I want in.