Sep 2022 – Present · 3 yrs 6 mos · New York City Metropolitan Area · On-site

• As CEO & Founder of Block Convey, I lead the development of innovative solutions addressing AI risk and compliance challenges.
• Spearheaded the creation of PRISM, our AI Risk Officer platform, to ensure safe and fair AI usage.
• Focused on continuous model stress-testing, vulnerability flagging, and regulatory compliance mapping.
• Designing an end-to-end AI governance framework that operationalizes regulatory expectations (SR 11-7–style model risk management, fairness, explainability, auditability) into executable technical controls rather than static documentation.
• Developing continuous model testing and monitoring pipelines, covering:
• a) Accuracy and performance stability
• b) Bias and proxy discrimination detection
• c) Data drift, concept drift, and model decay
• Stress testing and scenario-based degradation analysis
• Translating regulatory language into technical tests, enabling compliance, risk, and engineering teams to work from a shared control layer instead of fragmented reviews and one-off validations.
• Evaluating both traditional ML models and modern AI systems, including:
• a) Credit, underwriting, fraud, and risk scoring models
• b) Ensemble and hybrid rule-ML systems
• c) LLM-based and agentic workflows with human-in-the-loop decisioning