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Amadou GueyeAG

Amadou Gueye

Machine Learning Engineer | Python, MLOps, GenAI

€700/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Amadou

Looking for a freelance professional capable of designing, developing, and integrating end-to-end generative AI solutions? I specialize in prompt engineering, AI assistants, LLM workflows, RAG systems, automation, and full-stack development.

I work with complete autonomy, from the scoping and technical study phase to prototyping, development, and continuous improvement of the solution. I handle prompt design, backend/frontend integration, APIs, documentation pipelines, response quality evaluation, and tool industrialization.

My work environments include Python, Django, FastAPI, JavaScript, TypeScript, Next.js, React, SQL, Docker, and AI API integrations. I can help you create a business assistant, a documentation tool, a custom AI application, an MVP, or enhance the reliability and relevance of an existing system.

My added value: a combination of technical rigor, product vision, and the ability to transform a business need into a concrete, maintainable, and useful solution.
  • French

    Native or bilingual

  • English

    Fluent

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

Experience

  • CryptoAlmanach,
    Founder, Full-Stack & AI Developer
    SOFTWARE PUBLISHING
    January 2025 - Today (1 year and 7 months)
    ○ Design and development of a complete crypto analytics platform.
    ○ Development of a quantitative trading engine including:
    • A slow-horizon strategy engine,
    • A high-frequency trading mode (30-second cycles).
    ○ Implementation of a machine learning layer for feature extraction, asset ranking, and signal evaluation.
    ○ Deployment of a multi-system architecture:
    • Compute and ML layer under Windows,
    • Real-time communication hub via sockets under Ubuntu.
    ○ Integration of Ollama for LLM analysis of asset rankings and automated publication of results on the web platform.
    ○ Progressive migration of the frontend to Next.js.
    ○ Containerization of the project with Docker and docker-compose, to standardize deployments and improve the reproducibility of multi-service environments.
    Machine learning Python Docker Next.js API
  • Complex Systems Analytics & Ethics AI (CSAEAI),
    Founder & AI Full-Stack Architect
    SOFTWARE PUBLISHING
    January 2024 - Today (2 years and 7 months)
    Paris, France
    Strong interest in the explainability, robustness, and ethical deployment of artificial intelligence systems, with a focus on computational objectivity, ethical metrics, and regulatory governance of AI models (EU AI Act, capAI, UNESCO, OECD).
    Applied research directly connected to the design of enterprise-scale AI audit and compliance platforms.

    ○ Creation of an advanced platform for AI systems audit and governance.
    ○ Design of multidimensional audit frameworks: risk analysis, compliance, governance, ethical impact.
    ○ Platform currently in the unit testing and research phase.
    ○ Active preparation for fundraising and large-scale deployment.
    Artificial intelligence Python Django Software architecture AI Audit
  • PMC (Périphériques et Matériels et Contrôle),
    Linux & C/Python Software Engineer
    SOFTWARE PUBLISHING
    October 2021 - July 2024 (2 years and 9 months)
    Saint-Maur-des-Fossés, France
    ○ Development in C and Python under Linux.
    ○ Bash awk scripts, Makefiles, SQL stored procedures.
    ○ Multithreaded programming, C library development, debugging with GDB.
    ○ Test-driven development, clean code best practices.
    ○ Version management with SVN and Git.
    Python SQL Git Bash scripting C/C++ Programming

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Education

  • Astronomy, Astrophysics, and Space Engineering
    Observatoire de Paris - PSL
    2017
  • Pre-doctoral Year in Research, Innovation, and Entrepreneurship
    Paris Sciences et Lettres - PSL ITI
    2018

Skill set

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