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Evaluating Generative Models for Synthetic Financial Data

Published in arXiv Preprint, 2025

Evaluation of generative models for synthetic financial data with applications to financial modeling and risk analysis.

Recommended citation: Christophe D. Hounwanou, Ulrich Yae Gaba, Pierre Ntakirutimana. (2025). "Evaluating Generative Models for Synthetic Financial Data." arXiv preprint arXiv:2512.21791.
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Deep Generative Models for Synthetic Financial Data: Applications to Portfolio and Risk Modeling

Published in arXiv Preprint, 2025

Application of deep generative models for synthetic financial data generation with focus on portfolio optimization and risk modeling.

Recommended citation: Christophe D. Hounwanou, Ulrich Yae Gaba. (2025). "Deep Generative Models for Synthetic Financial Data: Applications to Portfolio and Risk Modeling." arXiv preprint arXiv:2512.21798.
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Synthetic Data Generation for Climate-Health Indicators: Leveraging AI to Overcome Data Gaps in Environmental Health Modelling

Published: December 05, 2025

Oral presentation at the SOSCHI Conference 2025 in Kigali, Rwanda. The talk presented research on the use of artificial intelligence and synthetic data generation to address data scarcity challenges in environmental health modeling and climate-health indicators.

Math Teacher

Secondary Education, CPEG Quartier-Latin Emmanuel Mounier, 2020

Part-time Mathematics Instructor at CPEG Quartier-Latin Emmanuel Mounier (secondary school level).
Responsibilities included:

• Teaching mathematics courses to upper secondary students.
• Preparing lessons, exercises, and assessments.
• Supporting students in developing problem-solving and analytical skills.