Apr 2026 -> now
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Product Owner - Data Architect and AI Integration Now
Helvetia
Product Owner & Data Architect at Helvetia and PhD candidate in AI security at the University of Vienna. I design mission-critical data platforms and research trust boundaries in autonomous AI.
A practical benchmark-driven comparison showing where Polars outperforms Pandas and where each tool still fits best.