Professional situation
Professional aspiration
- Machine Learning Engineer
- Statistics, Data and Math App
- Environment
- Engineering
Summary
Seasoned Project coordination & NVH Engineer with a demonstrated expertise in the automotive industry. Currently specialized in Data science and looking for related exciting opportunities. Customer satisfaction, continuous improvement mindset, aiming to help businesses in AI development, optimization & decision-making process.
Professional experiences
Machine learning trainee
Integral Ad Science , Paris - Internship
From July 2024 to December 2024
ML model inference optimization:
AWS - Kubernetes - NVIDIA Triton model serving
Git, Linux, Python
Frameworks: torch, ONNX RT
H/W acceleration thru tensorRT
Other methods: quantization, pruning
Machine learning eng
Integral Ad Science , Paris - Internship
From July 2024 to December 2024
Contexte: AdTechs pour du contenu digital sûr & transparent via l’analyse de données & l’IA
Mission: Optimisation de l’inférence de modèle sur pipeline multimedia via NVIDIA Triton server (Kubernetes cluster, AWS cloud computing) en termes de:
• Inference throughput / latence / précision
• Optimisation SW & accélération HW : ONNX, TensorRT, CUDA
• Ressources GPU, CPU, RAM
Langages / framework: Python, Git bash, SQL (Envs: Linux, MacOS) / PyTorch
Autres outils: Docker, kubectl, requêtes API (http, gRCP), Prometheus, Grafana
Topics: #MLOps, #CI-CD, Model execution providers (EP), #Quantization (INT8)
Résultats: Vitesse d’inférence x2 pour modèles Computer Vision (500k$ d’économie full stack)
Nvh project coordination engineer
Hitachi Astemo
From June 2020 to October 2023
Responsible for NVH laboratory & testing programs' coordination:
> Prepare, assist, promote NVH technical activities incl. tools & methods
> Manage communication between all parties (partners and supplier)
> Project coordination & technical follow-up with testing, simulation departments (and suppliers)
> PhD assistance & follow up on friction surface contact vs squeal generation
Completed Training: Electric motors CAE modelling and NVH related issues
Nvh testing and project validation engineer
Hitachi Astemo
From May 2012 to June 2020
Brake system development and technical expertise with regards to NVH performance (from Acquisition to serial production).
Ensuring project development and validation in terms of product quality, cost within customers' timing.
Developping methods, counter-measures and procedures to achieve best product performance and continuous improvement.
Project coordination engineer
BOSCH Chassis Brakes
From September 2011 to May 2012
Ingénieur projets r&d
Hitachi Astemo , Drancy - Permanent contract
From August 2006 to February 2023
Développement produit & validation du process production :
• Planification, Coordination & suivi série
• Essais & analyse data / simulation numérique / contre-mesures
• Projets de développement pour Toyota Motor Company (CH-R, Auris, Corolla)
Coordination des activités R&D « bruit - vibrations », dont :
• Réduction bruit de “e-brakes” & de moto-réducteurs
• Corrélation calculs numériques & essais (bancs, labo)
• Projet de recherche IA (réduction des émissions sonores et particules)
• Support et suivi stagiaire / doctorant
Nvh engineer
PBR Internatiional
From August 2006 to August 2011
Project management internship
Sistac (Ouest Isol Group)
From January 2005 to June 2005
Key account manager
Brüel & Kjær Sound & Vibration Measurement A/S
From February 2000 to December 2002
Sound & Vibration Measurement solutions for NVH issues in the Industry.
Project management
Customer-oriented policy
Nvh engineering internship
Renault
From January 1999 to July 1999
linkedin
website
github