Vincent Claes
Data And MLOps Engineer
Leuven, Flemish Brabant, Belgium
Summary
👤
Senior🎓
Top SchoolVincent Claes is a Data and MLOps Engineer with 11 years of experience building production-ready ML and data platforms, currently accelerating AI teams at miDiagnostics while consulting as an LLMOps Engineer and AI Solutions Architect. He designs end-to-end AI products and infrastructure on AWS—spanning data lakes, model training, inference, RAG applications and prompt/LLMOps—combining a product mindset with Infrastructure as Code and CI/CD best practices. Vincent repeatedly helps startups and enterprises move research into reliable deployments, having optimized document-processing, semantic search, and audio/vision ML pipelines using tools like Sagemaker, Step Functions, Terraform, DuckDB and Hugging Face. He pairs hands-on implementation (from Jupyter workspaces to EKS and serverless inference) with stakeholder-facing activities: discovery, SOW drafting, delivery and hiring. Notably, he balances deep engineering work with practical guidance for teams on prompt engineering and monitoring ML systems in production. Based in Leuven, Belgium, he shares learnings publicly (GitHub, Medium, StackOverflow) and schedules calls to help tackle complex AI challenges.
11 years of coding experience
12 years of employment as a software developer
KU Leuven
English, Dutch
Stackoverflow
4,406reputation
1.3mreached
50answers
55questions
pyspark
top-5%
apache-spark
top-5%
pytest
top-5%
amazon-s3
top-5%
python
top-5%
pandas
top-5%
Github Skills (200)
effort10
pip10
serverless10
python-development10
multimodal10
pipeline10
aws-cdk10
pipfile10
aws-lambda10
slack10
virtualenv10
aws-glue10
react-router10
data-modeling10
packaging10
Programming languages (10)
Github contributions (5)
vincentclaes/datajob
Oct 2020 - Nov 2022
Build and deploy a serverless data pipeline on AWS with no effort.
Contributions:13 releases, 2 reviews, 393 commits in 2 years 1 month
sagemakerserverless-dataeffortstepfunctionspipeline
vincentclaes/testing-glue-pyspark-jobs
Oct 2019 - Mar 2021
Contributions:17 commits, 1 PR, 14 pushes in 1 year 4 months
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