Work

Software & ML Engineer

Paris, France

May 2022 - now

Python code refactoring
Migration from Flask app to Celery app with Redis backend
Implementation integration tests (Docker Compose, MinIO, Pytest, Celery, Redis) running in Github worflow
Migration from Kubernetes on Google Cloud Platform to Serverless + S3 + Cloudfront + Terraform on AWS
Implementation of a simple authentication feature using Lambda Authorizer, DynamoDB and Basic Auth.
Development of a slack bot to validate images generated by a ML pipeline
Deployment of a Triton Inference Server on AWS Sagemaker Multi-Model Endpoint with Terraform and a Gradio interface with the Serverless Framework

Paris, France

July 2020 - May 2022

Joined Inria Startup Studio and received 1 year of funding to develop Sievable, a collaborative filter-based search engine powered by machine learning.

Cambridge, UK

Mars 2020 - May 2020

Research on generative neural networks for speech synthesis.
Developed a Python library to estimate ML pipelines performances on ARM processors.

Toulouse, France

Apr. 2019 - Sep. 2019

Developed a small Python library based on PyTorch to build Convolutional Spiking Neural Networks and train them using surrogate gradient methods.
Showed that "Integrate and Fire" neurons with lateral connections can be used to implement a multidimensional "Send on Delta" sampling scheme.