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Hi!

I'm Sofie. I am a Software Engineer who just loves coding, debugging, documenting, testing, nitpicking and fine-tuning. I prefer code to be sufficiently robust and modular, and I care a great deal about user experience (UX) and quality assurance (QA). I always love to do the simple thing first 🛖, then build up the complexity as required 🏛️.

I have a PhD in Natural Language Processing (NLP) 🎓 and I've been working in NLP and ML ever since my Master's back in 2007. I run a one-woman company called OxyKodit to implement tailored solutions for a variety of businesses and domains - because who wouldn't benefit from NLP in their company? I find it extremely satisfying to dive into a client's business context and NLP needs, and to come up with a solution that will bring actual real-world value to them 🤓.

I'm passionate about open-source 🐍. I've written some (now out-dated) software back at Uni, and for several years I've been a core maintainer of the NLP library spaCy, its deep learning library Thinc, and various other repo's in the same 💥 ecosystem. I'm currently also helping out with maintenance of Typer and FastAPI. An interview with Once a Maintainer about my journey into open-source can be found here.

Shoot me an email if you'd like to work together!

Sofie Van Landeghem's Projects

annomine icon annomine

Creating a consensus homology-based functional annotation through text mining

asyncer icon asyncer

Asyncer, async and await, focused on developer experience.

catalogue icon catalogue

📙 Super lightweight function registries for your library

classy-classification icon classy-classification

This repository contains an easy and intuitive approach to few-shot text classification using sentence-transformers or spacy embeddings.

confection icon confection

:candy: Confection: the sweetest config system for Python

conll-2012 icon conll-2012

A slightly cleaned up version of the scripts & data for the CoNLL 2012 Coreference task.

cudf icon cudf

cuDF - GPU DataFrame Library

cugraph icon cugraph

cuGraph - RAPIDS Graph Analytics Library

cuml icon cuml

cuML - RAPIDS Machine Learning Library

cupy icon cupy

NumPy-like API accelerated with CUDA

cymem icon cymem

💥 Cython memory pool for RAII-style memory management

cython-blis icon cython-blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

evidently icon evidently

Evaluate and monitor ML models from validation to production.

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

fastapi-cli icon fastapi-cli

Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀

fasttext icon fasttext

Library for fast text representation and classification.

gliner icon gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

glove icon glove

GloVe model for distributed word representation

graphrag icon graphrag

A tutorial about RAG and Graph database at Pydata London 2024

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