Founder & Technical Lead, AI Automation Academy
Jan, 2024 - Present
Developed a 14-Step AI Automation Protocol for autonomous content factories and automated full-stack monetization funnels on Whop and Beehiiv.
Sydney Aaliyah Horton
AI Red Teamer | Adversarial Automation Engineer
Atlanta, GA
Background
About
About
Adversarial researcher and engineer specializing in automated stress-testing and audit layers for production AI agents. Expert at leveraging Behavioral Psychology and Computer Science frameworks to identify model drift and financial vulnerabilities.
Work Experience
Work Experience
Projects Experience
Projects Experience
AgentTrace
- Present
Adversarial Reliability Framework. Identified a 10% reliability drop in AI agents using Behavioral Psychology persona modeling.
CostTrace
- Present
Financial Risk Modeling tool to quantify agent failure footprints and prevent Wallet-Exhaustion attacks.
Skills
Skills
- Adversarial AI & Red Teaming
LLM-as-a-Judge
Behavioral Persona Modeling
Adversarial Stress Testing
Prompt Injection Simulation
Agent Observability (AgentTrace)
- Engineering & Automation
Python (Pandas, Playwright, BeautifulSoup)
SQL
R
API Integration
GitHub Actions
- Data Intelligence & Risk
Financial Risk Modeling (CostTrace)
Token Usage Optimization
PostgreSQL Drift Analysis
Automated Reporting Pipelines
Education
Education
Psychology, Bachelor of Arts, Spelman College
- Present
Minor in Computer Science
Behavioral Modeling
Data Structures