Projects

Current Projects

• Responsible AI: Design, Regulation, and Conformity (RAIDAC+) (2025 – 2029)
  Funding: 500,000€ — MIAI Cluster Chair
  Role: Co-Chair (with Prof. Theodore Christakis)
  Scope: Building accountable and compliant AI systems by bridging legal, regulatory, and technical dimensions of Responsible AI.

• Aligning Privacy, Utility, and Fairness for Responsible AI (AI-PULSE) (2025 – 2029)
  Funding: 347,310€ — ANR JCJC (Young Researcher)
  Role: Principal Investigator
  Scope: Studying fundamental trade-offs between privacy, fairness, and machine learning performance; designing new methods to enforce all three simultaneously.

• Algorithmic Auditing of Privacy and Fairness (AUDIT-PAIR) (2024 – 2026)
  Funding: 32,000€ — Inria Associated Team
  Role: Principal Investigator (Inria side)
  Partners: Inria Privatics, UQAM, ÉTS Montréal
  Scope: Cross-continent collaboration on tools and methods for auditing AI systems under privacy and fairness constraints.

Past Projects

• Exploring the Interplay of Differential Privacy and Fairness in ML (2024 – 2025)
  Funding: 10,000€ — MIAI Open Call
  Role: Principal Investigator
  Scope: Empirical and theoretical analysis of fairness–privacy interaction in real-world ML scenarios.