Tost Corp. fabrique ses produits en France,
le support est assuré par mail en France
I AM
FrédérIC TOST.
Exploring the intersection of AERONAUTICS & ARTIFICIAL INTELLIGENCE
20 years of experience at Airbus
Flights Tests, Flight Physics, Deep Learning
In the Flight Test center I was in charge of the A350-900 certification for Laws and Handling Qualities. I joined Aerodynamics domain in 2016 where I'm working on HQ modeling, Performances, and Early design phases tools development. In this context I'm developping solutions based on Deep Learning.
Certification for Laws & Handling Qualities
A350-900
I was the Technical Manager of a team of 15 people dedicated to writing more than 70 Certification Cards. I am familiar with CS-25 certification constraints and capable of devising certification strategies.
Deep Learning
From the design to the code
I'm a deep learning designer with coding skills using TensorFlow and PyTorch. I've used following techniques, MLP, CNN, GAN, LSTM, Graph Neural Networks, Self Attention layers, PINNS. I mainly applied AI on aerodynamics data (Wind Tunnel, CFD, Flight Test). Good understanding of Autoregressive models, transformers, GPT, embeddings and LLM in general.
Project Management
Leading project teams
I have completed management training courses and have experience leading teams in the development of software projects, CS-25 certification, and flight test analysis.
Additionally, I have managed client relationships throughout my career.
Achievements
Personal & Professional
Private Pilot Licence, In telemetry room for the A350-900 First Flight, Mont-Blanc summit, Marathon finisher, Presenter at the AIAA conference in Dallas.
AI example #1
Fill the gap in Time Series
Based on IoT temperature measurements, if there is a data gap due to battery depletion, an LSTM-based neural network can fill the gap in the time series. {Tensor Flow}
AI example #2
Graph Neural Networks
Use of a Graph Neural Network to predict pressure distribution on an unseen 2D airfoil profile. The GNN captures the geometry of the profile and the associated pressures. The training dataset consists of various profiles within a Mach, Alpha, and Sweep domain. {PyTorch Geometric}
3D Printing
From design to print
As a 3D designer and printing specialist, I use a professional-grade 3D printer to bring ideas to life. I have the ability to seamlessly transition from 3D printing prototypes to small-scale production. With my expertise in design and production, I'm able to produce high-quality, consistent results.
All of the text presented on this page has been generated or corrected by ChatGPT. Some of the images have been generated by MidJourney.
Contact me
+33 (0) 6 32 45 94 39