Aerospace · AI · Paris

AI Engineer & Web Developer

I design modern websites and AI agents that automate your business workflows.

AI engineer with an aerospace background (KNDS, Thales), I bring my ML expertise and product skills to SMEs and startups: premium websites, AI agent integration and custom automation.

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Who I am

Engineer, curious,
machine enthusiast.

Trained as an aerospace engineer at ESTACA, I spent my student years learning how machines fly — and my nights learning how algorithms learn.

At Thales and then KNDS France, I worked on embedded AI systems in demanding environments: robot simulation, computer vision, edge deployment. That engineering rigor is what I bring to every website and every agent I build today.

Outside of code: aviation and motorcycles (you can catch a glimpse to your right). Two passions that taught me that details make the difference between something good and something unforgettable.

ESTACA — Aerospace Engineer42 ParisAWS ML SpecialtyParis

20+

Projects delivered

Years of experience

Next.js / TS

Main stack

< 24h

Average response

Freelance services

What I can deliver

Premium showcase website

Modern design, brand storytelling and conversion focus to attract qualified leads.

◆ UX/UI
◆ Technical SEO
◆ Premium animations

SaaS MVP

Solid architecture and fast delivery of a first product testable by real users.

◆ Auth
◆ Dashboard
◆ Payments / analytics

Performance overhaul

Speed, quality score and conversion funnel improvements on an existing product.

◆ Audit
◆ Core Web Vitals optimizations
◆ Iteration plan

AI Agents & Automation

Integrating AI agents into your business workflows to automate repetitive tasks and speed up your teams.

◆ Custom agents
◆ API / internal tools integration
◆ Production deployment

Experience

Track record

Web Developer & AI Agent Integrator — Freelance

2025 — Present

Independent

Building custom websites and integrating AI agents into business workflows for SMEs and startups.

◆ Modern showcase websites and web apps (Next.js, TypeScript)
◆ AI agent integration to automate business processes
◆ End-to-end support from requirements to production

Private Tutor & Academic Coach

Nov. 2024 — Present

Independent

Supporting middle and high school students in maths and physics-chemistry with a personalized approach.

◆ Tailored sessions for each profile (confidence, conceptual gaps, exam prep)
◆ Concrete examples tied to students' interests for memorable learning
◆ Guidance on academic orientation and independent learning habits

Machine Learning Engineer

Sept. 2024 — Sept. 2025

KNDS France

Developing AI solutions for simulation and embedded inference in a defense context.

◆ Simulation for training robots on specific tasks
◆ Model quantization for edge device deployment
◆ Lidar and image fusion
◆ Web scraping for large-scale dataset creation

Machine Learning Engineer Intern — Computer Vision

Feb. 2024 — Sept. 2024

KNDS France

Computer vision applied to detection and segmentation, with embedded hardware deployment.

◆ State-of-the-art survey on object detection and semantic / instance / panoptic segmentation
◆ Pre-annotation pipeline via foundation models and Label-Studio workflow
◆ Training on a 6-GPU cluster optimized for speed and accuracy
◆ Real-time deployment and inference on Nvidia Xavier (edge)

AI Research Engineer Intern

May 2023 — Sept. 2023

Thales

AI research applied to electromagnetic simulation of RF components.

◆ Implementation of a PINN (Physics-Informed Neural Network) for filter simulation (radial stub)
◆ Transfer learning to accelerate learning across different frequencies
◆ Optimization of the Residual Adaptive Refinement Mesh (RAR) method