Spencer de Melo

I am a Capital Markets Risk Executive with experience spanning Wall Street and global advisory roles, focused on designing AI-enabled risk, compliance, and decision-support systems for complex organizations. My work sits at the intersection of financial risk, system architecture, and user-centric design—translating institutional challenges into structured, intelligible, and actionable AI workflows.

I specialize in architecting AI-driven frameworks that integrate governance, risk assessment, and automation, with a strong emphasis on usability, clarity, and decision experience. This includes designing risk architectures, analytical workflows, and AI-assisted interfaces that allow stakeholders—executives, regulators, and operators—to interact with complex financial data and controls in intuitive, human-centered ways.

Leveraging large language models such as ChatGPT, I design end-to-end AI systems that support scenario analysis, policy intelligence, control evaluation, and process automation. My approach blends financial markets expertise with UX-informed system design to ensure that AI outputs are not only technically sound, but interpretable, auditable, and operationally effective.

I aim to help financial institutions, professional services firms, and NGOs embed AI into their core risk and governance architectures—improving transparency, speed, and decision quality in today’s increasingly complex and data-dense environment.