ACFreelancer profile translated to English.
Back to original languageAbout Anaïs
Doctor of Computer Science and Senior Engineer, I specialize in creating AI solutions where reliability and integration are non-negotiable requirements. My expertise is based on the combination of two worlds: scientific rigor (protocol validation, quantitative diagnosis) and the operational excellence of software engineering. I excel at designing advanced Deep Learning and NLP models, and then industrializing them while ensuring their maintainability in production. I bring complete mastery of the value chain: from anomaly detection to the implementation of MLOps, CI/CD, and TDD standards on production systems.
French
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- Ener-PacteLead Developer & Scrum MasterMarch 2024 - August 2025 (1 year and 5 months)Lyon, France» Architecture & DevOps: Industrialization of developments in Python and React. Implementation of CI/CD pipelines (GitLab) and containerization (Docker) to reduce Time to Market.» Development Standards: Introduction of TDD, Clean Code, and systematic code reviews to ensure reliable production deliveries.» Mentoring: Technical lead for the team, mentoring juniors, and facilitating Agile rituals (Scrum Master).» Technical Environment: Python, FastAPI, React, Docker, PostgreSQL, InfluxDB, Kanban.
- Service national de police scientifiqueR&D Engineer in Audio and Voice BiometricsNovember 2021 - December 2022 (1 year and 1 month)Lyon, France» Speech Processing Expertise: Voice comparison (feasibility studies, acoustic improvement, sampling) and writing detailed expert reports.» Technical Lead: Technical advice to laboratory teams for the integration of Artificial Intelligence.» Mentoring: Mentoring an intern on the design of a phoneme recognition system (Knowledge transfer).» Technical Environment: Adobe Audition, Batvox, iZotope Suite, Praat, PyTorch.
- Snips (aujourd'hui Sonos)Computational Linguistics ManagerNovember 2017 - February 2018 (3 months)Paris, France» NLP & Data: Management of a team of linguists for the creation of training datasets (NLU).» Modeling: Improvement of Named Entity Recognition (NER) models for the embedded voice assistant (Edge AI).» Technical Environment: Python, Rust, Bash.
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Education
- PhD in Computer ScienceAvignon University2023Sujet : Reconnaître les personnes à leur voix : définition d’un cadre scientifique pour garantir la fiabilité des résultats d’une comparaison de voix dans le cadre criminalistique
- Master in Natural Language Processing (NLP)Sorbonne Nouvelle University2016Sujet : Estimation de la gravité d’erreur dans les systèmes de transcription de la parole dans une tâche de reconnaissance d’entités nommées.
Certifications
- SecNumAcadémieANSSI2024