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Tony IncorvaiaTI

Tony Incorvaia

AI Engineer

€550/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Tony

AI Engineer specializing in LLM integration and RAG systems in production. I help companies design and deploy AI solutions (RAG, fine-tuning, voice AI, real-time APIs, MCP) with a product-oriented and performance-driven approach.
  • French

    Native or bilingual

  • English

    Fluent

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

Experience

  • EchoMe - SaaS AI Product
    AI Engineer & Founder
    October 2025 - Today (8 months)
    Paris, France
    • Engineered a custom RAG pipeline from scratch without relying on frameworks (LangChain..)
    • Integrated OpenAI Whisper for automatic speech recognition and audio transcription.
    • Fine-tuned a model to produce personalized speech synthesis, capturing the target speaker's timbre and speech patterns.
    • Optimized LLM costs and latency by implementing prompt caching and strategic model routing, resulting in a 37% reduction in API overhead.
    • Designed a multi-tenant architecture serving multiple B2B clients from a single backend and frontend codebase (complete subscription billing system with Stripe integration system)
    LLMs external-api-integration Fine-tuning MCP Retrieval-Augmented Generation (RAG)
  • BNP Paribas
    Innovation IT Engineer
    BANKING AND INSURANCE
    September 2024 - October 2025 (1 year and 1 month)
    Paris, France
    • Led project management initiatives for IT solutions, achieving a global Net Promoter Score (NPS) of 82 through stakeholder engagement and process optimization.
    • Developed a tool to drive innovation, streamlining internal processes and reducing costs by 15%. Writing governance docs and recommendations to foster an innovation dynamic.
    it-project-management Python Java JavaScript artificial intelligence
  • Sopra Banking Software (SBS)
    Developer C++ - R&D
    BANKING AND INSURANCE
    September 2023 - September 2024 (1 year)
    Paris, France
    • Engineered a Python automation tool for C++ developers through CMake retro-engineering, saving 3 days per developer when working on batches
    • Optimized SQL queries and C++ code, reducing query execution time by 58%
    Python database-management C/C++ Programming ci-cd-management Optimization

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Education

  • Master of Science
    University Paris
    Master of Science
  • Bachelor of Science
    University Paris
    Bachelor of Science

Skill set

Categories