I am Michaël Romagné, I come from Brittany and I live in Paris, France. I work as a Machine Learning Engineer at GitGuardian on helping individual developers and companies identify leaked secrets and address security incidents with automated remediation.

Previously, I worked at Ubisoft on putting Machine Learning models in production to detect e-commerce fraudulent transactions at Ubisoft. I also contributed to a time-series forecasting tool used to predict Acquisition, Activity, Monetization in Ubisoft games as well as CPU Usage on Ubisoft internal servers.

General: Pytorch, Tensorflow, Scikit-Learn, Optuna, ClearML, Mlflow, Pandas, Numpy, Poetry
Generative AI: HuggingFace Transformers, Pytorch, Langchain, OpenAI API, NVIDIA TensorRT
Dataviz: Streamlit, Tableau, Grafana

MLOps: DVC, SkyPilot, Okteto, BentoML, ClearML, Mlflow, GiskardAI
DevOps: AWS, Kubernetes, Docker, Gitlab CI, Github Actions, Helm, Argo CD

Spark, Hadoop (HDFS, Hive), Snowflake, Airflow

Java, C, R, HTML/CSS

If you want to know more, you can have a look at my projects on my website or join me through Linkedin or email.