About Aya
French
Native or bilingual
English
Fluent
German
Basic
Arabic
Native or bilingual
Experience
- LINCOLNData Scientist / AI EngineerMarch 2025 - July 2025 (4 months)• · Designed a multimodal AI pipeline integrating Machine Learning and Deep Learning models (classifications, multimodal embeddings) for automatic trailer generation.• · Optimized the IPOT (Inverse Partial Optimal Transport) algorithm for visual-audio alignment.• · Integrated LLMs (GPT, Qwen) for narrative structuring and automatic summarization.• · Developed a neural text-to-speech (TTS) module and audio-video synchronization.• · Developed evaluation metrics: narrative coherence, emotional engagement, Hollywood curve.• o Deployed an end-to-end Streamlit platform with real-time customization.
- Caisse Nationale de Sécurité SocialeData Analyst Power BIJuly 2024 - August 2024 (1 month)• o Developed interactive dashboards for strategic steering.• o Automated data processing and cleaning with Power Query & SQL.• o Optimized data quality and reliability for decision support.
- MEGACOMPETENCES ConsultingIT ConsultantJuly 2023 - August 2023 (1 month)• o Wrote specifications (BPMN) and UX/UI prototyping with Figma.• · Developed a Java application using Agile/Scrum methodology.• o Interdisciplinary collaboration to ensure functional and technical integration.
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Education
- MSc - Mathematics and Applications PTUniversité de Lorraine & ENS Mines2025M2 - Mathématiques et applications PT
- Engineering Degree inINP ENSEM2025Diplôme d'ingénieur en