Finance workflow automation
Client document collection, intake, reminders, month-end trackers, reporting visibility, and admin workflows for bookkeeping and finance-adjacent teams.
AI workflow automation for finance and operations teams
Clean up repetitive admin work with practical automation.
I help teams turn messy workflows, documents, reporting needs, and internal knowledge into simple systems that reduce manual work and make operations easier to run.
OCR / document intelligenceNL-to-SQL reportingRAG knowledge systemsFinancial-services delivery
Workflow Operating Model
01. Map the bottleneck
02. Choose low-code first
03. Add AI only where useful
04. Hand off a repeatable system
The goal is not more software. The goal is less chasing, fewer handoffs, clearer status, and cleaner operational visibility.
What I do
Automation work that stays close to business value.
My work sits between finance operations, workflow discovery, technical implementation, and AI enablement. I use low-code tools first, then APIs, SQL, and lightweight code only when the workflow calls for it.
Applied AI systems
Document intelligence, RAG knowledge systems, natural-language reporting, prompt workflows, and AI-assisted operational tools.
Technical enablement
Practical solution design across low-code tools, SQL, APIs, AWS workflows, and lightweight scripting when the workflow actually needs it.
Background
Finance-adjacent, healthcare-tested, automation-focused.
Recent work includes document-intelligence workflows for healthcare operations, retrieval systems over long-lived technical knowledge, natural-language reporting concepts, AWS document-processing workflows, and enterprise release coordination in financial services.
That combination is now pointed at a clear value center: helping bookkeeping, finance, and operations teams make recurring admin work easier to run.