Hi, I’m Célian.

I'm a Master's student in Computer Science at Sorbonne Université, specializing in Machine Learning and AI. Passionate about languages and cross-lingual communication, I've found in NLP a field that brings together my interests in linguistics and computer science.

I’m curious about how language models learn and represent information. I hope to help deepen our understanding of these models and make AI more reliable and interpretable.

Research Interests.

Model Interpretability · Natural Language Processing · Multilingual Models · Machine Translation

Célian outdoors, looking to the side.

Technical Skills.

Programming Languages.

Python · C/C++ · Java · JavaScript · OCaml · Prolog

Machine Learning & Deep Learning.

Skills · Model Training · Architecture Implementation · Transformers · Linear Attention · Model Evaluation

Tools · PyTorch · Hugging Face Transformers · scikit-learn · Triton · vLLM

Interpretability.

Skills · Probing · Sparse Autoencoders · Representation Analysis · Causal Interventions

Tools · SAELens · TransformerLens · Neuronpedia

Data & Knowledge Representation.

Data · SQL · PostgreSQL · pandas · Spark

Knowledge Graphs · Neo4j · Cypher · SPARQL · RDF · OWL

Tools & Infrastructure.

Git · AWS (S3, Athena, Glue)

Languages & Communication.

French · Native

English · C1

I speak and understand English at an academic level.

Japanese · B1

Spanish · B1

My Hobbies.

What I like.

  • Photography
  • Sports
  • Dragon Quest
  • Learning Languages

Sports I practice.

  • Basketball
  • Bouldering
  • Karate (Brown Belt)
  • Boxing
  • Skiing
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