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👋 Hey !

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.

Portfolio Website LinkedIn

Toolbox

🧠 Data Science

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 / DevOps

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

🌠 Data Engineering

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

🗻 Software

Java, C, R, HTML/CSS

Contact

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

Michaël Romagné's Projects

aoc_2022 icon aoc_2022

Advent of code 2022 - https://adventofcode.com/

bentoctl icon bentoctl

Fast model deployment on any cloud 🚀

character-bert icon character-bert

Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"

mlflow icon mlflow

Open source platform for the machine learning lifecycle

passsonar icon passsonar

Example code to produce PassSonars from event data.

socceraction icon socceraction

Convert existing soccer event stream data to SPADL and value player actions

trulens icon trulens

Evaluation and Tracking for LLM Experiments

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