Andreea-maria Oncescu
Senior Research Scientist at Huawei
Oxford, England, United Kingdom
Summary
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Senior🎓
Top SchoolAndreea-maria Oncescu is a Senior Research Scientist based in Oxford with nine years of experience building multimodal AI systems, now focusing at Huawei on unifying audio (speech, sounds, music) with vision-language models using open-source architectures like Llama, ViT, and CLIP. She completed a DPhil at Oxford’s Visual Geometry Group where she advanced video and audio understanding, retrieval, and captioning, and has hands-on experience taking foundation models into production and end-to-end data pipelines. Her background includes industry collaborations and internships at Meta on self-supervised multimodal video understanding and text-to-audio retrieval, reflecting a strong blend of academic rigor and product-focused research. Known for bridging sensor- and web-integrated ML prototypes to large-scale multimodal LLMs, she brings both systems-level engineering (wearable prototypes, real-time monitoring) and cutting-edge model development to practical AI deployments.
9 years of coding experience
5 years of employment as a software developer
DPhil - Computer Vision and Natural Language Engineering Science, DPhil - Computer Vision and Natural Language Engineering Science at University of OxfordInternational Computer High School of Bucharest
English, French, Romanian
Github Skills (6)
retrieval8
pytorch6
deep-learning6
machine-learning6
deep-neural-networks4
video-language2
Programming languages (1)
Github contributions (5)
oncescuandreea/QuerYD_downloader
Nov 2020 - Jul 2021
Contributions:54 commits, 48 pushes, 1 branch in 8 months
oncescuandreea/Real-time-failure-detection
Jan 2021 - Sep 2024
Contributions:5 pushes in 3 years 8 months
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