Welcome
Louis Guitton
Freelance ML Engineer and Data Engineer
I build data platforms and data products with transformative business impact for customers across industries and maturity stages. My former roles include Principal ML Engineer and VP of Engineering at OneFootball, a media scale-up from Berlin, Germany.
Experience
Services🔗
Here is a section about Services that I offer.
Data Science and Machine Learning Engineering
Tech Strategy and Solutions Architecture
Engineering Management and Org Design
Natural Language Processing (NLP) and Knowledge Graphs
Technical Writing
Recent Projects🔗
This is a section about my latest projects, talks, and anything that helps me position myself as knowledgeable.
(non) Alternatives to dbtDuring this talk, I’ll be sharing tips to effectively “sell” dbt and the modern data stack, and insights on the current landscape of data transformation tools.
- #Projects
- #Data
Reviewing my first research paper on EasyChairAs a PC member for SofLiM24 (ISWC24), I have peer-reviewed my first research paper. The title: "Dynamic ontology serialization using ontology mapping paths".
- #Projects
- #NLP
NER models in ArgillaIn this talk, I explain how to use Argilla for Named Entity Recognition (NER). We will look at a real-life practical example on a dataset of football news. Argilla is a fast-moving open-source data curation platform. It can be used across the MLOps lifecycle, for data labelling and model monitoring. It is tightly integrated with HuggingFace. It is built on top of ElasticSearch and FastApi.
- #Projects
- #NLP
References🔗
This is a section of testimonials and Logo cloud
I had the pleasure of working with Louis on a project focused on implementing a Retrieval-Augmented Generation (RAG) feature. Louis was tasked with researching relevant services and shortlisting the best options. He has a good eye for detail. He provided us with a comprehensive analysis of which service was best suited for our product and why. His thorough groundwork significantly accelerated our project timeline. Louis's dedication and expertise were invaluable, and I highly recommend him for any future projects.
- Saman Farooq
- Senior Product Manager at Makula Technology (B2B SaaS)
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Blog🔗
FeaturedPanama Papers Investigation using Entity Resolution and Entity LinkingThis article demonstrates how developers or investigative journalists can use Senzing entity resolution (ER) to work with unstructured documents. In particular, given that ER has been used with structured data sources to construct a domain-specific KG, the results of ER can be leveraged to customise entity linking (EL) downstream, for example using spaCy — as an alternative to off-the-shelf EL sources such as DBPedia.
- #NLP
FeaturedGraphs and LanguageIn this blog post, we will explore how Knowledge Graphs can benefit from LLMs, and vice versa.
- #NLP
- #Model
- #Projects
FeaturedHow to parse dbt artifactsIn this post, I'll show you how to get started with dbt artifacts, and how to parse them to unlock applications valuable to your use case.
- #Data