Martin Frison

Backend & AI Systems Developer

I design and build backend systems and AI pipelines, from data processing to production deployment. Focused on internal tools and real-world product workflows.

Highlights

  • Built backend & AI internal tools
  • Worked on a real client project (Eurometropole)
  • 15-month solo system build

Skills

Backend, AI, and delivery skills used to build practical tools.

Backend systems

Design of APIs and modular services with clear data flows.

TypeScriptNestJSREST APIsSQLService design

AI and data workflows

LLM systems with structured inputs and controlled outputs.

LLM integrationRAGFine-tuningVector searchStructured memory

Tooling & delivery

Tooling for reliable delivery and production maintenance.

DockerCI/CDJestDeploymentLinux

Career

A chronological view of the path from self-taught builder to backend and AI-focused developer.

Stellarium gameplay screenshot used to represent pre-BUT self-training

2019 - 2023

Pre-BUT self-training

Personal projects and self-directed learning

Built a first serious technical base through long solo projects, especially Stellarium, before entering formal software training.

  • Sustained a 15-month Unreal Engine project alone.
  • Learned by building gameplay systems, world content, trailers, and documentation.
  • Discovered the real cost of weak structure as the project grew.
IUT Robert Schuman logo used to represent BUT Informatique training

2023 - 2026

BUT Informatique

IUT / University training

Formal software engineering training that turned self-taught execution into stronger architecture, backend, data, and delivery habits.

  • Built foundations in algorithms, databases, web development, and software architecture.
  • Worked on team projects with clearer roles, constraints, and delivery expectations.
  • Moved from exploratory coding toward maintainable systems and typed contracts.
EasyLive technical schema used to represent backend and AI work

2025 - 2026

AI / Backend Developer

EasyLive

Work on EasyLive products, including GlobalVisio and an internal AI-assisted document generation tool.

  • Worked on an internal tool that prepares functional-analysis documents generated by a fine-tuned AI workflow.
  • Contributed to GlobalVisio, EasyLive's SaaS for technical supervision, GTB/GTC, IoT monitoring, telemetry, and energy-performance data.
  • Handled feature work and fixes across dashboards, connected-equipment history, reporting flows, API routes, and operational UI screens.