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Stéphane L.SL

Stéphane L.

AI & Automation Engineer — AI Agents, APIs & Python

€450/day
1 project
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Stéphane

I help companies automate their repetitive tasks and integrate artificial intelligence into their existing tools.

I design custom automations and AI solutions capable of connecting your applications, processing your data, and executing concrete actions through your APIs and business tools.

I can specifically help with:

• automating a manual or time-consuming process;
• connecting multiple tools using REST APIs and webhooks;
• designing an AI agent capable of analyzing, classifying, or transforming information;
• integrating an LLM into an application or business workflow;
• developing the necessary specific logic in Python and FastAPI;
• making a prototype or backend reliable before its production deployment.

My backend development experience allows me to go beyond simple tool assembly. When automation requires a custom API, a database, asynchronous processing, or complex business rules, I can build the appropriate components.

I pay close attention to reliability, security, and human control: input validation, authentication, error handling, logging, automated testing, and documentation.

My approach begins with your business need: understanding the current process, identifying what can truly be automated, and then delivering a clear, maintainable, and useful solution for daily use.
  • French

    Native or bilingual

  • English

    Conversational

Remote only
Primarily works remotely

Experience

  • NDA THEOBROMA
    Malt logoOn Malt
    Targeted Corrective Maintenance – Python/Django Application
    SOFTWARE PUBLISHING
    January 2026 - January 2026
    Paris, France
    Targeted corrective maintenance on a Python/Django backend application, involving intervention on an existing production database.

    Key Contributions

    - Analysis and diagnosis of backend malfunctions on an existing Django application
    - Targeted correction of application errors and improvement of API stability
    - Functional validation of fixes and runtime checks
    - Preparation of the final deliverable and support for project closure

    Results

    - Backend issues identified and addressed within a defined contractual scope
    - Application restored to a state compliant with the planned maintenance scope
    - Structured and documented final delivery
    Python Django REST API Application Maintenance Debugging
  • Projet personnel
    Backend Developer – Webhook-based Automation Platform
    SOFTWARE PUBLISHING
    December 2025 - December 2025
    Paris, France
    Design and development of a backend platform for receiving, securing, and automatically distributing webhook events.

    • request authentication with HMAC SHA-256;
    • anti-replay protection using timestamp and nonce;
    • secure validation of received data;
    • asynchronous processing with Celery and Redis;
    • event routing to multiple destinations;
    • automatic retries with exponential backoff;
    • detailed delivery and error history;
    • modular architecture with FastAPI, PostgreSQL, and Alembic;
    • automated tests and observability endpoints.

    This personal project demonstrates the implementation of reliable backend automations for connecting multiple services via APIs and webhooks.
    FastAPI REST API Webhooks Automation Python
  • Ordixa
    AI/Backend Designer & Developer – Document Automation
    SOFTWARE PUBLISHING
    December 2025 - Today (8 months)
    Paris, France
    Design and development of Ordixa, a web application for pre-accounting intended for freelancers and small businesses. The platform centralizes, analyzes, and prepares invoices and supporting documents before transmission to the accountant.

    Main achievements:

    • development of a REST API with Python, FastAPI, and PostgreSQL;
    • creation of the import, classification, search, and validation workflow for documents;
    • implementation of automatic extraction combining document processing, classic rules, and LLM;
    • pre-filling of billing information and suggestion of categories;
    • detection of duplicates, anomalies, and inconsistent information;
    • display of uncertainty level and human validation before any decision;
    • generation of organized Excel and ZIP exports by period and category;
    • secure sharing with permissions, expiration, revocation, and action tracking;
    • development of the interface with React, TypeScript, and Vite.

    Automation speeds up document preparation without performing accounting or making irreversible decisions on behalf of the user.
    FastAPI Python REST API Automation artificial intelligence

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Education

  • BEP Business Administration
    Lycée Turgot
    2015
  • BAC Business Administration
    Lycée Turgot
    2016

Skill set

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