About Nicolas
French
Native or bilingual
English
Fluent
Russian
Conversational
Experience
- CriteoMachine Learning InternSOFTWARE PUBLISHINGApril 2021 - September 2021 (5 months)Paris, FranceResearch and development of a Deep Learning recommendation model for contextual advertising (which does not use user tracking).This model assigned a score to 70 million pairs of advertisers and websites in a few seconds. It recommended to advertisers the websites where they should place contextual ads.This model improved offline performance by +200% compared to the existing model.
- Foundamental (fond d'investissement)Data Scientist InternBANKING AND INSURANCEJuly 2020 - August 2020 (2 months)Berlin, GermanyCreation and deployment on Google Cloud Platform of an NLP model (fine-tuned BERT) to evaluate the quality of textual descriptions of startups, retrieved from tracxn and crunchbase.Adding this model to a scraper improved the quality of 2000 descriptions (by retrieving alternative versions).
- SkillupBusiness Intelligence InternHUMAN RESOURCESJune 2018 - August 2018 (3 months)Paris, FranceCreation of a dashboard to analyze the conversion rate at each stage of the customer journey on the startup's website.The analyses from this dashboard led to a pivot in the company's marketing strategy.
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Education
- Master in ManagementHEC ParisSpécialisation en Majeure Digital
- M2 Data SciencePolytechnique2021Deep learning and Big data