With 20+ years in hospitality operations and 15 years in multi-department leadership, I’ve seen how every decision shows up in both the P&L and the guest experience. As I move into Data Analytics, I focus on framing the business questions, structuring and defining the right metrics, and interpreting what the data that really means, while combining AI as a coding copilot to speed up Python work and avoiding losing time. I enjoy turning complex data into grounded, practical insight so teams can make clearer decisions and move with confidence.

With 20+ years in hospitality operations and 15 years in multi-department leadership, I’ve seen how every decision shows up in both the P&L and the guest experience. As I move into Data Analytics, I focus on framing the business questions, structuring and defining the right metrics, and interpreting what the data that really means, while combining AI as a coding copilot to speed up Python work and avoiding losing time. I enjoy turning complex data into grounded, practical insight so teams can make clearer decisions and move with confidence.

My Approach

Decision oriented

I focus on insights that actually help people make clear decisions. Instead of getting lost in complexity, I highlight the numbers that truly move the business.

Business-first perspective

Coming from an operations and business management background, I approach data with a grounded business perspective, constantly asking how it affects customers, people on the ground, and results.

Data communication clarity

I value clarity more than complexity. My goal is to make analysis easy to understand, visually clean, and useful for anyone  regardless of their technical background.

AI workflow Integration

AI is part of my daily workflow to draft and refine code, while I own the problem framing, method choices, and final decisions. This makes the analysis faster and more iterative, yet still firmly anchored in real-world business context.

Analysis Workflow

Where My Experience Helps Most

I’ve been involved in  close collaboration with sales and marketing, finance, product, and customer service, budgeting, performance reviews, revenue and forecasting discussions, and strategic decisions, bringing not a pure technical profile but a practical sense of how businesses think, where trade-offs are made, and what decision-makers are really looking for from their data.

Let's Connect and Work Together

If you’re looking for someone who understands both the business floor and the data behind it, I’d be happy to connect. I’m open to full-time, contract, or hybrid analytical opportunities.