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Philippe ReynierPR

Philippe Reynier

Senior C++ Backend Developer · AI / LLM / MCP

€800/day
Tournai, BE
15+ years

Average response time: 1 hour

About Philippe

Two profiles in one: 25 years of backend C++, and AI integration shipped to production. There are plenty of C++ developers. There are plenty of AI developers. Very few have delivered both — in production, end to end.

On the C++ side: 25 years of systems where failure is not an option — real-time trading (FIX protocol), telecom middleware (SMPP, Tuxedo), financial transaction monitoring. I take on the parts that have to be fast and exact.

On the AI side: concrete results, not prompt talk. I put an LLM inference service (Mistral-7B) into production that automatically classifies 75% of the IT tickets of the city of Tournai, and I built an MCP (Model Context Protocol) server, published on npm, that connects Claude to an exact computation engine.

The proof: ultimath.ai — designed, built, deployed and operated solo. A mathematical computation engine that evaluates every expression on 5 independent numerical engines (FLINT multiprecision, 50-digit decimal, IEEE-754, MPFI interval arithmetic, NTL) and has them cross-check each other. Async REST API (C++ / Drogon), gRPC, PostgreSQL, flex/bison parser, TypeScript MCP server. Live — you can try it in 30 seconds.

What I can do for you:
High-performance C++ backends: APIs, microservices, real-time, numerical computing
Connecting your systems to LLMs: MCP servers, tool use, inference services
Taking over, hardening and evolving business-critical legacy C++

Based in Belgium, fully remote. CET time zone — works well with EU and US East teams.
  • French

    Native or bilingual

  • English

    Fluent

Remote only
Primarily works remotely

Experience

  • Ultimath.ai (Independent)
    Founder & Lead Engineer
    July 2025 - Today (1 year and 1 month)
    Multi-engine mathematical evaluation platform, built solo from scratch.
    5 independent numerical engines that cross-check each other
    (FLINT multiprecision, 50-digit decimal, IEEE-754, MPFI interval
    arithmetic, NTL); results with proven bounds, exact number types
    ℤ ⊂ ℚ ⊂ ℝ ⊂ ℂ.
    Async REST API (C++ / Drogon), gRPC, WebSocket, PostgreSQL,
    flex/bison parser, numerical-reliability diagnostics.
    TypeScript MCP server published on npm — the engine is usable
    directly from Claude. Hosting, deployment and ops handled solo.
    Live: ultimath.ai · npm "ultimath-mcp" ·
    github.com/Flupke68/ultimath-mcp
    C++ MCP Software Architecture Back-End development intelligence artificielle
  • City Hall of Tournai
    AI / LLM Engineer
    June 2025 - July 2025 (1 month)
    Tournai, Belgium
    Python inference service (Mistral-7B): automatic classification of
    75% of previously uncategorized IT tickets.
    Integrated into the GLPI workflow (PHP hooks), runs unattended.
    Unlocked statistical analysis for IT budget forecasting.
    LLM Py Back-End development
  • Belgacom
    Middleware Developer
    June 2006 - December 2006 (6 months)
    Brussels, Belgium
    National Wholesale server (Tuxedo) for the opening of the Belgian
    telecom market.
    High-throughput XML parsing; "KPI Generator" broker built from
    scratch; Oracle 9i tuning.
    C++ SQL

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Education

  • Bachelor's degree, Industrial computing.
    École Supérieure d'Informatique (ESI)
    1995
    Bachelor's degree, Industrial computing.
  • Digital telecom systems T821K module.
    The Open University
    1998
    Digital telecom systems T821K module.

Skill set

Categories