About Guilhem
French
Native or bilingual
English
Fluent
Experience
- Envu (formerly Bayer ES)Data EngineerJune 2023 - Today (3 years and 1 month)• Manage data engineering and science projects for innovation team, building data architecture for R&D and Regulatory teams.• Connected external platform (LIMS, Veeva,Dotmatics) to Azure datalake with daily automated data pipelines. Leveraging Python, Spark, Rest API, SOAP API and building server side API during 1st year.• Post-Carve-Out Migrations: Oversaw architecture design, consultant management, and data processing. Reviv ing stalled projects and saving months of work.With Synapse migration to Fabric&DBT and D365 to Veeva.• ML & LLM Initiatives: Achieved 85% precision of prediction on bio/phyto industry data using advanced neural networks and language models.• Recognized with company's 'Seize the Growth' award for driving innovation in data architecture".
- Agilent TechnologiesField Service EngineerSeptember 2021 - November 2022 (1 year and 2 months)Supported biotechnology/clinical instrumentation customers across EMEA regions. Cytometry and QC pre sequencing.
- National Museum of Natural HistoryPython Developer/Data Analyst InternMarch 2021 - August 2021 (5 months)Enhanced Bayesian inference tools for scientific research, Upgraded Python libraries to analyze Chip-seq data.
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