Antoine Cordier

AI Engineer @ Fonction Labs

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

Data EngineeringConseil ITPythonMachine LearningDeep LearningMongoDBETLDockerData ScienceLLMs / Large language modelsIAdbtConseil en cybersécurité

Langues

AnglaisEspagnol

À propos

Introduction

I have co-founded Fonction Labs, a consulting company in Data Engineering, AI, and programming.

Liens

Expérience de travail

Co-founder and AI Engineer

Fonction Labs

janv. 2024 - Présent

2 ans 10 mois

Paris, France

Co-founded Fonction Labs, a consulting company in Data Engineering, AI, and programming. • Implemented tailored LLM-based RAG solutions for various customers, with proper guardrailing, LLM-testing, and IP-based rate-limiting. • Built ELT pipelines for an international private equity firm (DuckDB, Snowflake, DBT). Deployed with GCP Cloud Run and Docker. • Tailored a custom LLM-based document analysis solution for a French private equity firm. Deployed with Azure AI, Azure Cloud and Docker.

Scortex

juin 2018 - janv. 2023

4 ans 8 mois

Paris, France

Lead AI Engineer

sept. 2021 - janv. 2023

1 an 5 mois

Paris, France

Lead AI Engineer, managing the AI R&D team.

Machine Learning Engineer

juin 2018 - sept. 2021

3 ans 4 mois

Paris, France

Scortex deploys artificial intelligence in the heart of factories. Based on advanced machine learning techniques, our customers take the next big leap in smart automation of their quality control process. - Successfully designed and implemented products deployed in factories by Scortex. - Research topics include supervised deep learning on images (classification, segmentation, object detection), active and weakly supervised learning, anomaly detection, synthetic-to-real domain transfer.} - Co-authored multiple papers, as well as blog posts on batch normalization folding, robustness of neural networks to perturbations, selective back-propagation, and on the tf.data tensorflow API - Helped in developing the Scortex Machine Learning platform and libraries (data generation and processing, networks training, evaluation metrics) in Python. - Managed research interns.


Formation

Imperial College London

MSc in Science

2016 - 2018

2 ans

One of the UK's best universities for science and engineering.

École Polytechnique

Ingénieur polytechnicien - MSc in Science and Engineering

2013 - 2017

4 ans

One of France’s top universities for science and engineering. Main coursework includes: Statistics, Statistical & Machine Learning, Markov’s Chains, Econometry.

Lycée Sainte-Geneviève

Preparatory Program in Mathematics, Physics, and Chemistry

2011 - 2014

3 ans

Intensive coursework in advanced Maths, Physics, and Chemistry (PCSI-PC*) leading to nationalwide competitive entrance examinations to the French Grandes Ecoles.


Licences et certifications

Deep Learning Specialization

Délivré le : juin 2018

Certifié par Coursera

Applied Machine Learning in Python (University of Michigan course)

Délivré le : avr. 2018

Certifié par Coursera

Portfolio

ELT et Dashboarding

AI Contract Review for a financial institution

Automation of quality control @ Scortex

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