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STATION F

STAGE - DATA SCIENCE

STATION F
France · Full-time · Entry
About

Faircraft is an innovative company specializing in the production of lab-grown leather using cellular culture. Our mission is to revolutionize the leather industry by offering ethical, sustainable, and high-quality alternatives, while preserving the environment and natural resources. At the intersection of biotechnology, chemistry, and engineering, we develop high-potential materials through advanced tissue engineering approaches.

Job Description

Internship Description:

As part of the ongoing enhancement of our production processes, we are seeking a final-year engineering intern to work on improving our existing quality detection systems based on image analysis. The goal is to refine and optimize current systems to ensure the highest level of excellence in product quality that we are committed to delivering to our clients.

Main Responsibilities

  • Analyze and assess the performance of the existing image analysis systems for detecting quality parameters in lab-grown leather (such as irregularities in texture, uniformity, or thickness).
  • Optimize image processing methods (segmentation, defect identification, etc.) to improve the precision and speed of detection.
  • Enhance current machine learning or deep learning models to boost the systems' ability to detect subtle variations.
  • Collaborate closely with the Applied Research team (biologists, chemists, engineers) as well as members of the industrialization team to ensure system improvements align with product quality standards and can be effectively integrated into production.
  • Document system improvements and create standardized procedures for transfer to manufacturing teams, ensuring proper use of the enhanced detection systems.
  • Propose and implement modifications or upgrades to the existing system to increase robustness and scalability.
  • Participate in regular project progress reviews and communicate findings effectively.

Why Join Us?

At Faircraft, you will have the opportunity to contribute directly to cutting-edge projects in a dynamic and creative environment, working with a passionate multidisciplinary team. This internship offers a unique chance to sharpen your skills in image analysis and machine learning in an industry-driven context, while contributing to a sustainable and innovative future.

Preferred Experience

  • Final-year engineering student, with a specialization in image processing, computer vision, or quality control systems.
  • Strong knowledge of image analysis (OpenCV, Python, PyTorch, TensorFlow) and data processing.
  • Experience or knowledge of machine learning or deep learning for quality or defect detection is a plus.
  • Interest in innovation, biotechnology, and the leather industry.
  • Strong analytical and problem-solving skills, with a focus on continuous improvement.
  • Autonomy, initiative, and ability to work in a multidisciplinary team.

Additional Information

  • Contract Type: Internship (Between 5 and 6 months)
  • Location: Paris
  • Education Level: Master's Degree

Key Skills

Ranked by relevance

c ha ai machine learning nat deep learning computer vision tensorflow pytorch python scala unity excel esp cis pan
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Country Guide

France

Large economy with strong startup and AI ecosystem

Posted
Dec 01, 2024
Type
Full-time
Level
Entry
Location
Paris
Company
STATION F

Industries

Technology Information Internet

Categories

Engineering Information Technology

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