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Chauvin PaulCP

Chauvin Paul

NLP/LLM/GenAI/Data/ML/ChatGPT - Centrale/ ENS MVA

€780/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Chauvin

Hello,

Graduated from the Centrale engineering school and the MVA from ENS, with several professional experiences in data/machine learning, I offer my freelance services. My various experiences have taught me rigor, efficiency, and adaptability to all situations. A vision ranging from data to decision-making through modeling, which I would be delighted to share with you!

More than 3 years of professional experience as a Data Scientist/Machine Learning:

For a retail client:
- Creation of a competitive intelligence tool, using LLMs. (Large Language Models)

For a retail client:
- Implementation of predictive algorithms to forecast the number of sales for each of their items.

For a construction client:
- Creation of a chatbot specialized in their trade.

For a company in the health sector:
- Development of an algorithm specialized in organ detection and segmentation, using deep learning.

Deezer (Paris, France) - Music streaming:
- Creation of a state-of-the-art deep learning algorithm for speech to text, applied to music.

Stuart (Paris, France) - last-mile delivery:
- Courier Estimated Time of Arrival Algorithm
- Predictive algorithm for the number of deliveries per day and per city
- Dynamic pricing of the ride amount based on the live situation

Better World - AI Customer Review Analysis:
- Development and deployment of NLP algorithms for customer messages (classification and sentiment analysis)

Other projects:
- Finetuning of numerous LLMs for different use cases
- Use of 'classic' ML algorithms (regression and classification)

Proficient tools:
- Python
- SQL
- Docker
- Kubernetes
- AWS
- GCP
  • French

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

Can work on-site
Paris (up to 50km)

Experience

  • Deezer
    Research Scientist
    ENTERTAINMENT AND LEISURE
    April 2023 - Today (3 years and 2 months)
    Paris, France
    ● Developed State Of The Art Multi-modal (NLP/audio) unsupervised learning model applied to lyrics alignment
    ● Deployed the model to Deezer’s music catalog
    Pytorch Python 3
  • STUART
    Data at Stuart
    November 2021 - Today (4 years and 7 months)
    Paris, France

    • Working on Machine Learning models to improve ETA for deliveries
    • Optimizing the bonuses for drivers depending on special situation (weather, events, month or weekday)
    • Developing a forecasting model to determine the number of drivers needed in every cities
    • Participating in the migration of all scripts and dashboards used internally due to a major data warehouse change
  • Better World - Collective Intelligence
    Intern in Data at Better World
    May 2021 - October 2021 (5 months)
    Paris, France
    6-months end-of-engineering-studies internship, leading several missions:
    - Data scientist mission: tackling 'opposed sentiment verbatims' issue in NLP/ AI, coding in Python.
    - Operations Data missions: development of new industries covered by Better World. Improving automatisation of processes, Quality check, Head of project for several clients.
    - Business analyst missions: determining key sector to develop Better World's business.

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Education

  • Master of Research in Modeling and Complex Systems Science
    Université Paris-Saclay
    2021
    Master de recherche sur la modélisation d'analyse de cycle de vie pour des systèmes ayant un niveau de maturité peu avancé. Redaction d'un article avec pour objectif une publication dans un journal scientifique.
  • Master of Science in Aeronautics
    Ecole Centrale de Nantes
    2020
    Master of Science - MS, General engineer with a specialization in aeronautics

Skill set (25)

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