From failing to study medicine ➡️ BSc industrial engineer ➡️ MSc computer scientist.
Life can be strange, so better enjoy it.
I´m sure I do by: 👨🏽‍🍳 Cooking, 👨🏽‍💻 Coding, 🏆 Committing.

• Synthetic Data - Weaviate Podcast #118! -podcast
• SmolAgents - FromBells and Whistles to Agents and Tools -slidesvideo
• No data? No problem! - synthetic data to the rescue -slides
• Practical AI Podcast - Towards high-quality (maybe synthetic) datasets -podcast
• Code Together Podcast Intel Software - Scaling LLM Datasets with Less Effort Using Argilla -video
• Mastering LLMs - Creating, curating, and cleaning data for LLMs -slidesvideo
• 🧼 From GPU-poor to data-rich - data quality practices for LLM fine-tuning -slides
• Deeplearning.ai LLM workshop - get started with Argilla for human- and distilabel for AI feedback -video
• NLP Healthcare Summit 2023 - Smart Shortcuts for Bootstrapping a Healthcare NER Project -video
• Anyscale Ray Europe Meetup - Smart shortcuts for Bootstrapping a Text Classification project -video

• useful code snippets
• short videos

• Hugging Face 🤗 (2024-current) - The AI community building the future
• Argilla (2022-2024) - data annotation and monitoring for enterprise NLP
• Pandora Intelligence (2020-2022) - an independent intelligence company, specialized in security risks

• observers - A Lightweight Library for AI Observability
• dataset-viber - Data viber is your chill repo for data collection and vibe checks
• concise-concepts - a word similarity approach to few-shot NER
• fast-sentence-transformers - simply, faster, sentence-transformers
• classy-classification - a quick and dirty few-shot text classification solution
• crosslingual-coreference - a multi-lingual CoRef resolver using cross-lingual training
• adept-augmentations - a Python library aimed at dissecting and augmenting NER training data
• spacy-setfit - a Python library aimed to facilitate easy SetFit usage in spaCy

• Haystack - small feature and CI/CD updates
  • InMemoryDatabase - Serialization + to and from disk methods
  • GitHub Actions - caching for pip environment
• spaCy - several additions to the spacy-universe
  • spanmarker - added.pipe() method to spaCy integration
  • spacy-dbpedia-spotlight - added a batch processing functionality
  • spacy-fishing - added a batch processing functionality + bug fixes
  • spacy-opentapioca - added a batch processing functionality
• streamlit-url-fragment - resolved Python versioning issues
• allennlp-models - added a batch processing functionality
• mutate - resolved Python versioning issues and addedPyPI support
• rebel - added a batch processing functionality
• trl - updated RLHF documentation forPPOTrainer
• vicinity
  • added vector search on serializable item types
  • improved docs
• minhash - added deduplication based on entropy score

• Bonfari - small to medium sustainable scale projects in Gambia 🇬🇲
• 510 red-cross - occasional projects to improve humanitarian aid with data

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1. argilla-io/argillaargilla-io/argillaPublic

   Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

   Python 4.4k 420

2. argilla-io/distilabelargilla-io/distilabelPublic

   Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

   Python 2.6k 188

3. dataset-viberdataset-viberPublic

   Dataset Viber is your chill repo for data collection, annotation and vibe checks.

   Python 46 12

4. concise-conceptsconcise-conceptsPublic

   This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

   Python 244 14

5. crosslingual-coreferencecrosslingual-coreferencePublic

   A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.

   Python 105 18

6. spacy-setfitspacy-setfitPublic

   This repository contains an easy and intuitive approach to use SetFit in combination with spaCy.

   Python 78 5