Petra KAFERLE DEVISSCHERE

Data Scientist and Data Engineer

Petra Kaferle Devisschere is a Data Scientist with 13 years of experience in Data Analytics. She developed different tools and protocols to standardize and accelerate data analyses in research laboratories. She was processing the data originating from various sources: retrieving, cleaning, integrating, analyzing, and visualizing them. Following a specialization in Data Science and AI, she got interested in data industrialization, through its life cycle to production and exploitation. During her internship, she deployed several PoCs of Machine Learning (ML) models on cloud platforms Azure and Databricks.

Her experience as a manager of a research laboratory also equipped her with skills in project management, communication with all the stakeholders, and in the design of software solutions.

Published articles

Importing data to Databricks: external tables et Delta Lake

Categories: Data Engineering, Data Science, Learning | Tags: Parquet, AWS, Amazon S3, Azure Data Lake Storage (ADLS), Databricks, Python, Delta Lake

During a Machine Learning project we need to keep track of the training data we are using. This is important for audit purposes and for assessing the performance of the models, developed at a later…

MLflow tutorial: an open source Machine Learning (ML) platform

Categories: Data Engineering, Data Science, Learning | Tags: Deep Learning, AWS, Databricks, Deployment, Machine Learning, Azure, MLflow, Python, Scikit-learn, MLOps

Introduction and principles of MLflow With increasingly cheaper computing power and storage and at the same time increasing data collection in all walks of life, many companies integrated Data Science…

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We are a team of Open Source enthusiasts doing consulting in Big Data, Cloud, DevOps, Data Engineering, Data Science…

We provide our customers with accurate insights on how to leverage technologies to convert their use cases to projects in production, how to reduce their costs and increase the time to market.

If you enjoy reading our publications and have an interest in what we do, contact us and we will be thrilled to cooperate with you.