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Bertrand MiannayBM
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Bertrand Miannay

@bertrandmiannay

I build compliant data pipelines, machine-learning products, and medical-data search services.

France
Message

At Resilience-care, I designed and deployed an industrialized ETL pipeline processing several GB per day of sensitive medical data, while ensuring health-data regulatory compliance. I also built a medical terminology service and product search engine based on standardized references, migrated document extraction from NLP to LLMs, and delivered around ten Metabase dashboards.

Previously at Data-prisme, I took four predictive and classification models from data collection to production, including sales forecasting that reduced stock-outs, overstocking, and production losses. My systems-biology PhD combined regulatory-network analysis with a validated transcriptomic patient-survival model, and I’ve authored scientific papers and presented at conferences.

Experience

Work history, roles, and key accomplishments

RE
Current

Data-engineer

Resilience-care

Jan 2022 - Present (4 years 7 months)

Designed and deployed an industrialized ETL pipeline processing several GB/day of sensitive medical data, ensuring regulatory compliance for health data. Developed a medical terminology service and search engine used directly in the product, and built around ten dashboards in Metabase.

DA

Data-scientist

Data-prisme

Jan 2019 - Dec 2022 (3 years 11 months)

Designed and deployed 4 predictive and classification models for clients across various sectors, from data collection to production deployment. Developed sales-forecasting models, an email classification model, and a customer segmentation model for telecom data.

Education

Degrees, certifications, and relevant coursework

EN

Ecole centrale de Nante

Doctor of Philosophy, Systems Biology

2014 - 2017

PhD in systems biology, focusing on regulatory networks and predictive patient-survival modeling.

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