Ailín Pollio San Pedro
AI/ML Research Engineer | Speech Processing
Salaire / Taux journalier
Antibes, France
Freelance, ouvert au CDI
Peut venir sur site
Expertises
Langues
À propos
Introduction
AI/ML Research Engineer specializing in speech processing and vocal biomarker detection for neurological and mental health conditions. MSc Clinical Linguist with proven expertise in building multilingual speech pipelines using self-supervised models and acoustic feature extraction. I deliver cutting-edge AI solutions combining clinical linguistics knowledge with advanced machine learning to transform speech data into actionable health insights.
Expérience de travail
Virtuosis AI
juin 2025 - Présent
1 an 5 mois
AI Research Engineer
sept. 2025 - Présent
1 an 2 mois
- Developing and evaluating AI models for vocal biomarker detection across neurological and mental health conditions. - Building multilingual speech pipelines for data preprocessing, feature extraction, and model training using handcrafted acoustic features and self-supervised speech embeddings. - Contributing to scientific writing, data analysis, and validation workflows in collaboration with academic and clinical researchers.
AI Research Engineer
juin 2025 - août 2025
3 mois
Designed and tested AI models to predict stress levels from speech using self-supervised speech model embeddings.
Machine Learning Engineer
Computational Speech Group
janv. 2025 - juil. 2025
7 mois
Joensuu, Finlande
Research internship on predicting articulatory movements from speech using Wav2Vec2.0 embeddings and EMA data, supervised by Prof. Tomi Kinnunen and Dr. Alexandre Nikolaev.
NLP Engineer
Callyope
mai 2024 - août 2024
4 mois
Clinical Speech Processing Performed speech-to-text transcription and alignment of clinical recordings (depression vs control). Generated precise time-aligned annotations using Praat TextGrid to support linguistic and acoustic analysis.
Transcriber and Post-Editor Audio Files
Home Project.TechFreelance
août 2023 - déc. 2023
5 mois
Appen
févr. 2020 - août 2023
3 ans 7 mois
Remote, Oregon 97458, États-Unis
Phonemic Transcriber
août 2021 - août 2023
2 ans 1 mois
Remote, Oregon 97458, États-Unis
Linguist Annotator
févr. 2020 - août 2023
3 ans 7 mois
Remote, Oregon 97458, États-Unis
Transcriber
LXT
oct. 2019 - mai 2020
8 mois
Remote, Oregon 97458, États-Unis
Formation
EMCL
MSc, Erasmus Mundus Master's Degree in Clinical Linguistics
2023 - 2025
2 ans
University of Buenos Aires
Postgraduate Programme of Specialization in Cognitive Neurosciences of Language and Reading, Linguistics
2022 - 2023
1 an 10 mois
Universidad Nacional de Mar del Plata
BA, Literature and Linguistics
2014 - 2021
8 ans