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Marco BertoliMB

Marco Bertoli

AI Engineer & Full-Stack Developer | SaaS & LLM

€230/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Marco

AI Engineer | Document AI | LLM Pipelines | AI Agents | Structured Data Extraction

Full-stack developer specializing in complex SaaS, I tackle technical challenges with high business value: data structuring, extraction pipelines, real-time systems, and decision-making interfaces.
I am accustomed to handling ambiguous or critical issues where I need to design the architecture, quickly resolve technical roadblocks, and deliver a product usable by business teams.
My approach is impact-oriented: I don't just focus on the code; I ensure that what is built is truly usable, performant, and aligned with business objectives.
Today, I am developing SaaS solutions that integrate AI and complex document processing (contracts, matrices, unstructured data), with a focus on output reliability and user experience quality.
  • French

    Native or bilingual

  • Italian

    Basic

  • Spanish

    Conversational

  • English

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • MALT
    Freelance Developer (2017 – 2026)
    SOFTWARE PUBLISHING
    January 2017 - Today (9 years and 5 months)
    Paris, France
    For 9 years, I have been working as a freelancer on web and application projects with high business value, ranging from developing complete products to designing high-performance backend architectures.

    Applications & Products Developed

    • I developed a proprietary SaaS specifically for law firms, enabling the automated extraction of critical data from large and complex PDF documents. Unlike traditional AI solutions, my tool is based on an advanced RAG (Retrieval-Augmented Generation) architecture, ensuring surgical precision without the risk of hallucination.

    • iOS AND ANDROID application for a nationally renowned restaurant
    Design of a complete web platform (ordering, internal management, workflow optimization).
    Node.js backend architecture with secure REST API, role management, and optimized relational database.

    • Simulation game used in aviation schools
    Development of a real-time backend engine in Node.js and implementation of physical algorithms in Python.
    Data synchronization via WebSockets for low-latency multi-user interactions.

    • Several servers for live streaming games on TWITCH TIKTOK with live tracking without websockets
    Design of event-driven architectures capable of handling simultaneous streams with fine-grained server load management and performance monitoring.

    • ClassPass-type application (course & subscription booking)
    Development of a booking system with slot management, secure payments, and advanced business logic.

    • Peer-to-peer vehicle rental application
    Implementation of a complete transactional system: user management, geolocation, dynamic calendar, internal messaging, and pricing logic.
    Python JavaScript React.js artificial intelligence Mobile Application
  • HitachiRail
    Backend Developer
    SOFTWARE PUBLISHING
    February 2017 - December 2025 (8 years and 10 months)
    Development and maintenance of high-performance backend services in a real-time, high-availability environment.

    • Design and development of robust REST APIs in Node.js
    • Implementation of low-latency architectures for real-time stream processing
    • Implementation of real-time communication systems (WebSockets / streaming)
    • Performance optimization and multi-user scalability management
    • Integration with frontend interfaces (React) for live stream visualization
    • Participation in architectural choices and best practices (clean code, testing, CI/CD)
    • Monitoring, debugging, and continuous improvement of production services

    Technical environment: distributed architectures, event-driven systems, high data volume.
    HTML5 Shell Script artificial intelligence
  • Welcome to the Jungle
    Full Stack Developer – Websites & Applications
    May 2014 - December 2016 (2 years and 7 months)
    • Development of custom websites (React / Next.js)
    • Creation of secure REST APIs in Node.js
    Connected backend applications (authentication, user management)
    Frontend SEO
    external-api-integration JavaScript React.js Typescript Vite.js

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Education

  • Applied Mathematics and Computer Science
    Paris Dauphine
    2013

Skill set

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