Y056 Ksenya

| Domain | Skills & Tools | |--------|----------------| | | Deep reinforcement learning, explainable AI, causal inference, TensorFlow, PyTorch, JAX | | Systems Engineering | ROS2, Kubernetes, micro‑service architecture, real‑time data pipelines | | Human‑Centered Design | User research, participatory design, accessibility standards (WCAG 2.2) | | Regulatory & Ethics | GDPR, EU AI Act, risk assessment frameworks, algorithmic audit methodologies | | Leadership | Cross‑functional team building (10‑150 members), agile product development, venture fundraising, stakeholder negotiation |

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