Experience

• Shaped venture investment decisions for KPMG's investment committee by defining strategic theses and ideal customer profiles, building business cases, and validating demand through design partners and external market outreach.
• Architected and built a full-stack AI harness and deployed it to a Enterprise Grade Secure Azure production environment.
• Co-led ideation sessions using agentic coding tools to prototype concepts live and turn them into working demos.

Applied AI & Internal Product Development

• Build and deploy LLM-based tools leveraging OpenAI, Anthropic, and Google APIs through KPMG Workbench and frameworks like LangChain, reducing time to engagement completion hours by up to 40%.
• Identify automation opportunity in transaction classification workflows where associates manually categorized transactions from unstructured description fields, repetitive work well-suited for LLMs.
• Taught a practice wide AI course focused on Gemini and Copilot agent development.

Accounting Advisory Services

• Authored comprehensive stablecoin memorandum for a leading global issuer, detailing end-to-end accounting from issuance to redemption under ASC 606, ASC 842, and ASC 720.
• Developed ASC 805 purchase accounting memoranda for buy-side clients in acquisitions ranging from $500M to $2B, including opening balance sheets and purchase price consideration analysis.

• Joined as first hire to lead product development for a platform enabling financial advisors to execute cryptocurrency transactions on behalf of clients, growing to 30–40 active clients with over $1M in managed digital assets.
• Discovered through user retention data that the custodial product (crypto in tax-advantaged retirement accounts) achieved 100% customer retention vs. 5–10% for the non-custodial on-chain product. Pivoted roadmap to double down on the custodial offering.