Isabelle Mohr
PHD Researcher at Idiap Research Institute
Martigny, Wallis, Switzerland
Summary
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Rockstar🎓
Top SchoolIsabelle Mohr is a Machine Learning Engineer and PhD researcher specializing in training and deploying embedding models for information retrieval and retrieval-augmented generation, with six years of industry and academic experience. She currently contributes at Jina AI as a Senior AI Engineer while pursuing doctoral research at Idiap Research Institute, bridging cutting-edge R&D with production-grade retrieval systems. Her background in computational linguistics and applied linguistics gives her a strong grounding in language-centered model design and evaluation. Isabelle has practical cloud and engineering experience from roles implementing ML on GCP and AWS, building IoT-edge applications, and managing end-to-end model experiments. She combines hands-on Python and spaCy work with deployment-focused expertise in embeddings and RAG, making her equally comfortable in prototyping and scalable deployment. Based in Martigny, Switzerland, she brings a researcher’s rigor to product-driven ML problems, often translating linguistic insights into measurable retrieval improvements.
6 years of coding experience
1 year of employment as a software developer
Kingswood CollegeMaster of Science - MS Computational Linguistics, Master of Science - MS Computational Linguistics at University of StuttgartBachelor of Arts with Honours Applied Linguistics, Bachelor of Arts with Honours Applied Linguistics at Rhodes University
German, English, Afrikaans, Chinese
Github Skills (89)
similarity-search10
vector-search10
multilabel-classification10
benchmark10
neural-search10
python10
low-code10
semantic-search10
bug-reporting10
few-shot-learning10
embedding10
clustering10
openai-clip10
multimodal10
ai10
Programming languages (3)
Github contributions (5)
jina-ai/mteb-es
Jan 2024 - Feb 2024
MTEB: Massive Text Embedding Benchmark with Spanish datasets
Contributions:4 reviews, 10 PRs, 26 pushes in 1 month
violenil/backchannelCNN
Jun 2020 - Aug 2020
Contributions:44 pushes, 7 branches, 3 comments in 1 month
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