I design and build high-performance, data-intensive user interfaces for complex domains (markets, analytics, tooling). My focus is frontend architecture, human machine-interface interaction UX, and translating noisy data into decision-grade visuals. Always seeking edge, always seeking alpha.
• Personal site: https://dumitrascuta.com — essays and technical notes.
• semn.ai: https://semn.ai — experimental market analytics tooling.
• Implied Volatility (IV) surface modelling quantitative missprincing screener for equity options (semn.ai repo [private])
• Implied Probability shocks in pre-race liquidity wave displacements in the Horse Racing markets (semn.ai repo [private])
• Quantitative Trading Model for crypto with RAG AI and ML pipeline for prediction (Galois.AI repo [private])


