FinFlow
Business finance workflow product that turns fragmented operational processes into a clearer, traceable digital system with AI-assisted automation.
AI Automation &
Digital Transformation
I turn operational problems into AI-powered systems: internal tools, agentic workflows and business products designed to be used — not just demonstrated.
18+ years across operations, digitization, entrepreneurship and product building — now focused on practical AI systems for real business workflows.
years across business, operations and digital transformation
fuel-station network context for current automation work
active AI product directions: finance, meetings and enterprise knowledge
Business finance workflow product that turns fragmented operational processes into a clearer, traceable digital system with AI-assisted automation.
Agentic workflow that converts meetings into structured decisions, owners, action items and follow-up — reducing the gap between discussion and execution.
Company-wide knowledge and agent layer spanning finance, legal, HR, marketing and operations with role-aware access and extensible AI architecture.
AI-assisted workflow discovery and internal-tool design for finance, operations, HR and management in a distributed fuel-station business.
Identify repetitive, control-heavy workflows and translate them into AI-assisted processes, internal tools and agentic workflows across finance, operations, HR and management.
Build AI-first business products and prototypes with LLMs, APIs, agents and AI-assisted development. Current directions include FinFlow, meeting automation and enterprise knowledge systems.
Built and operate an international personalized-print e-commerce business across product strategy, merchandising, marketplaces, fulfillment, automation and performance analysis.
Worked on digitization and transformation initiatives in a large public-sector environment, combining project management, process design and team leadership.
Roles spanning operations, strategy, business development, municipal procurement and economic-policy functions.
Map the real process, constraints, data and handoffs before choosing the technology.
Translate the business problem into a workflow, product or agent architecture that can be tested.
Prototype quickly with AI-assisted development, validate with users and iterate toward operational use.