Turning complex data into decisions that compound.

I combine a mechanical engineering foundation with hands-on cost engineering, production support, and Web3 analytics experience. My edge lies in translating noisy, fragmented data into structured, decision-ready outputs for senior stakeholders.

I enjoy building automated reporting, anomaly detection, and on-chain dashboards that surface risk, opportunity, and performance at a glance. Whether it's SAP ERP data or raw L1 transactions, I care about robust pipelines, clear definitions, and narratives that non-technical teams trust.

I'm open to B2B and contractor arrangements, particularly where there's a need to bridge business, finance, and technical teams. If you're working with automotive, DeFi, or data-heavy products and need clearer visibility, I'd be happy to discuss how I can help.

Ask career-related questions and get practical answers grounded in my background (cost engineering, data analytics, and Web3). This is designed for hiring managers, clients, and collaborators who want quick clarity on how I think and how I approach trade-offs.

Example prompts:
“What would you build next to signal senior-level data product skills?”
“How do you explain ROI for analytics work to a non-technical stakeholder?”
“How should I position this profile for a Web3 analytics role vs automotive?”