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Stéphane TramST

Stéphane Tram

NLP Data Scientist

€700/day
1 project
Nice, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Stéphane

After graduating as an engineer in 2007 and 11 years in finance, I retrained as a Data Scientist / ML Engineer by following the Specialized Master's program in Big Data at Telecom Paris. I can assist you on all types of data projects.

An example of intervention I can provide?
I can carry out a turnkey data project, based on your business needs or your available data. We discuss together at the start to define what would suit you, and I take care of the rest: framing, design, implementation, deployment and finally, training your employees.

Launch and follow-up of your project:
- Analysis of the need and definition of the project to be carried out
- Architecture of a complete solution
- Project support using the Agile method

Realization and implementation of data processing tools:
- Python Backend (with Machine Learning technologies such as Scikit Learn, TensorFlow, Pytorch)
- Interface in HTML + Javascript for ease of implementation and deployment

Training:
- User training on the tools
- Introductory training in data science for all audiences
- Advanced technical training

I can obviously intervene on specific points according to your needs.

I am curious, adaptable and autonomous, and I have worked in all types of companies: from startups to international groups, which makes me a real jack-of-all-trades, both to integrate your teams and to work remotely in complete autonomy.

I had the chance to work for Veepee on a recommendation engine by reinforcement learning and on a project to automate the extraction of pharmacological data in the scientific literature.

I have given Data Science training for the Vivadata bootcamps and for the CESI of Sophia Antipolis.

Do not hesitate to contact me!
  • English

    Native or bilingual

  • Japanese

    Fluent

  • German

    Basic

  • Spanish

    Basic

Can work on-site
Nice (up to 50km), Paris (up to 20km), Nantes (up to 20km), Lyon (up to 20km), Marseille (up to 20km)

Experience

  • ExactCure
    NLP Data Scientist
    HEALTH AND WELLNESS
    September 2019 - Today (6 years and 9 months)
    Nice, France
    Data extraction project in the scientific literature.

    Definition and implementation of a text data processing pipeline:
    - Setting up a MongoDB database
    - Setting up an ML model based on the state of the art
    - Creation of a control interface in Python Flask + HTML + JavaScript
    - Deployment of the application in an Azure Cloud
    python Data science SQL Data Engineer PostgreSQL NLP TensorFlow Pytorch
  • CESI
    Data Science Speaker
    EDUCATION AND E-LEARNING
    December 2019 - January 2020 (1 month)
    Nice, France
    Supervision of the Data Science option for students in the final year of the computer engineering course.
    The topics covered are NoSQL technologies, Big Data frameworks (Hadoop, Spark, Kafka), Machine Learning techniques (classic classification and regression algorithms, deep learning, reinforcement learning)
    Training python noSQL Data science Big Data Hadoop Spark Apache Kafka Scikit-learn TensorFlow
  • Vivadata
    Data Science Instructor
    EDUCATION AND E-LEARNING
    July 2019 - Today (6 years and 10 months)
    Paris, France
    Data Science trainer at Viavadata bootcamps.

    The bootcamp participants have very varied profiles without necessarily having a scientific, mathematical and computer background. The goal is to transmit general concepts through practice.

    The supervised subjects are: Introduction to Machine Learning and first algorithms (regression, classification, decision trees, random forest), unsupervised learning (Dimension reduction, Clustering, Anomaly detection).
    python Data science Training Jupyter

Reviews

4.0

Out of 1 rating

R

Romain

ATP Formation

Reviewed on 5/5/2022

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Education

  • Specialized Master's in Big Data
    Telecom Paris
    2020
    Spécialisation en Big Data: Machine Learning et Data Engineering
  • Engineering degree in Organization and Management of Information Technologies
    IMT Atlantique
    2007
    Diplôme d'ingénieur généraliste avec spécialisation en gestion de projet informatique Une année d'échange universitaire en 2005-2006 à l'université de Tokyo

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