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katya-kalugina/README.md

Interdisciplinary Researcher | AI Governance | Law & Technology

I bridge the gap between AI engineering and legal frameworks. My work focuses on building socio-technical systems that make Responsible AI a practical reality.

🔭 Current Projects

  • Embedded-NeuroEthics: An open-source framework translating high-level NeuroRights into quality metrics. Explore the Toolkit.
  • AI Governance Toolkit: A comprehensive open-source collection of practical tools and methodologies designed to operationalize Responsible AI governance. Explore the Toolkit.
  • AI System Classifier: logic tree for AI system classification under the EU AI Act. Access tool.
  • AI Role Navigator: Interactive assessor for determining legal operator roles and obligations. Run Navigator.
  • AI Risk Calculator: Risk-scoring engine based on EDPB guidelines for DPOs and Researchers. Run calculator.
  • Balanced AI Governance: a socio-technical model to balance AI Risk vs. Quality. Explore the interactive model.

Academic & Research

  • Designed and led the academic program 'Law. Data. AI' and the professional course 'AI Governance: regulation and compliance'.

Tech Stack & Frameworks

  • Modeling: Python, Pandas, Plotly, Streamlit
  • Governance: NIST AI RMF, ISO/IEC 42001, EU AI Act

LinkedIn

Popular repositories Loading

  1. AI-Governance-Toolkit AI-Governance-Toolkit Public

    A collection of practical tools for implementing responsible AI governance designed to help balance innovation with ethical considerations and regulatory compliance.

    Python 3

  2. AI-System-Classifier AI-System-Classifier Public

    An algorithmic framework for AI system classification under the EU AI Act (Regulation 2024/1689).

    Python 2

  3. Risk-Quality-Model.v2 Risk-Quality-Model.v2 Public

    This repository operationalizes a socio-technical approach to AI Governance, focusing on the equilibrium between risk mitigation and performance quality.

    2

  4. AI-Risk-Assessment-Calculator AI-Risk-Assessment-Calculator Public

    Interactive risk scoring tool for AI systems based on EDPB 2025 and FRASP methodology.

    Python 2

  5. katya-kalugina katya-kalugina Public

  6. AI-Role-Navigator AI-Role-Navigator Public

    An interactive decision-support tool for determining operator roles under the EU AI Act.

    Python