About Romain
English
Native or bilingual
French
Native or bilingual
Experience
- SSE plcMachine Learning SpecialistENERGY AND UTILITIESAugust 2018 - April 2025 (6 years and 8 months)London, UKI provided machine learning & data science capabilities to business units at SSE, a FTSE 100 energy company. Tech: Python stack, Deep Learning (TensorFlow, PyTorch), state of the art Machine Learning. Some of my projects include: predicting network faults, forecasting electricity consumption, optimizing demand load, processing large scale geospatial data.
- Thomas CookData ScientistJanuary 2018 - June 2018 (5 months)London, UKDesign and development of a dynamic travel pricing algorithm. Tech: Python data science stack on Azure.
- CitymapperData ScientistDecember 2016 - December 2017 (1 year)London, UKMaking cities usable by building products and services to help people get around. Tech: Python, data science stack, backend engineering stack on AWS, geospatial processing, scheduling algorithms, routing.
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Education
- PhD Computational BiologyImperial College2025I developed and applied AI and bioinformatics approaches for antibacterial drug discovery and microbial ecology. I discovered new antibacterial compounds through large-scale genomic data analysis, phylogenetics, and AI-driven methods. I completed this PhD part-time while also delivering AI & data science consulting contracts.
- Msc Machine Learning & Big Data AnalyticsUCL2014Course: Machine Learning, Data Mining, Advanced Statistics, Distributed Systems.
Certifications
- 7.00x: Introduction to BiologyMITx2020
- Causal Diagrams: Draw Your Assumptions Before Your ConclusionsHarvardX2020