Helped evaluate financial ML deployments to develop a risk taxonomy and design remediation strategies. Helped co-develop ML applications in a custodial banking environment.

Helping strategize AI roadmap across SDLC, product, and operations, given current workflows and platform constraints. Support the introduction of intelligent assistance and automation across verticals.

Helped design next-generation RAG pipelines, LLM augmentations, and agentic workflows, rigorously evaluated algorithms against internal and public benchmarks, and supported ongoing product innovation.

Designed forecasting algorithms that predict which online cascades will take off, when, and how far—so analysts can prioritize emerging narrative risks.

Applied AI and advanced analytics to help environmental organizations, investigators, and policy makers to monitor environmental risks, identify suspicious activity, and act with speed and confidence.