Building LLM agent architectures and automation pipelines for KPI reporting, construction budget management, and executive workflow tooling across a multi-company holding portfolio. Running competitive market analysis and authoring executive presentations for portfolio leadership.

Built and deployed Diffuse, a proprietary AI content platform converting audio, documents, and public records into publication-ready articles with automated CMS publishing in under five minutes. Architected multi-tenant infrastructure with organization workspaces, member roles, and plan gating. 25,000+ monthly readers; profitable within four months.

Run end-to-end consulting engagements for paying clients across SaaS, e-commerce, and professional services - discovery, quantitative analysis, product roadmaps, and go-to-market. Ship custom AI automation systems, API integrations, and production full-stack products.

Designed and deployed LLM agent workflows using n8n and OpenAI APIs, automating document drafting and operational tasks across finance, compliance, and operations - cutting turnaround time 35% and drafting time 20%, adopted across technical and non-technical teams.

Redesigned site architecture across multiple portfolio companies, cutting average click-path length 50% and implementing analytics tracking to capture user-behavior data for marketing and budget decisions.

Lead executive board operations and IFC compliance programming for USC's largest chapter - #1 GPA ranking out of 23 IFC fraternities - overseeing operating budget, recruitment pipeline, and risk compliance across 230+ active members.

Managed a $23,000 student investment portfolio (+12% over 3 months, +18% over 12 months) through financial modeling, sector research, and analyst team leadership. Ran weekly investment-committee meetings with 12 analysts evaluating equity pitches via DCF defense.