Contractor Offer : Development of a Smart Contract Code Analysis Model

About

Located at the heart of the Cyber Campus at La Défense, France, Set In Stone provides advanced security solutions, making blockchain application protection accessible and automated for the entire Web3 ecosystem.

Set In Stone is also a member of the Security Hub of the Systematic competitiveness cluster in Île-de-France, the Web3 Security League, the Banque de France Working Group, and the Cyber Campus on crypto-asset security, and is an alumni of Station F.

For more information about Set In Stone, visit https://lab.setinstone.io.

Job Description

Context

Set In Stone, a company specializing in smart contract security, is looking for an experienced freelancer to design an AI model capable of analyzing codebases and detecting specific patterns. This project will use real-world data from smart contract analysis reports.

The goal is to build a high-performing model, ready for deployment, that will help enhance the security and reliability of smart contracts within the blockchain ecosystem.

Practical Details

  • Location: Remote work possible (100% remote).

  • Start date: As soon as possible.

  • Organization:

    • A kick-off meeting at the start to define objectives.
    • Regular communication via messaging (with the possibility of scheduling intermediate meetings if necessary).
    • A final meeting to validate and deliver results.

Data Provided

We will provide a set of real-world data along with their sources. This data will be used as the foundation to train and validate the model.

Expected Deliverables

  1. An operational model: Hosted on a repository on Hugging Face.

  2. Cloud deployment: Model accessible via an API on a platform such as AWS, Azure, or GCP.

  3. Source code: Reproducible scripts to train and use the model.

  4. Detailed documentation:

* Design and training methodology.

* Performance analysis (evaluation metrics).

* Deployment guide.

Preferred Experience

Required Skills

  • Proficiency in ML/AI frameworks: PyTorch, TensorFlow, Scikit-learn, etc.

  • Experience in code analysis and pattern detection.

  • Familiarity with cloud platforms (AWS, Azure, GCP).

  • Strong technical documentation skills.

Recruitment Process

How to Apply

  • Send us:

    • Your resume or portfolio of similar projects.
    • A brief note explaining how you would approach this mission.
  • 30-minute interview: Presentation of your experience and approach.

Additional Information

  • Contract Type: Freelance
  • Location: Puteaux
  • Possible full remote