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I'm Agustín Piqueres (my friends call me Agus), I love building things using open source software, machine learning and python.

📫 How to reach me:    

The following table is a summary of some hobby projects, along with the stack used. Python won't be added as it is a constant across projects :).

 

Project links	Summary
talking-python	App to look for talk python to me podcasts using semantic search on chroma vector database with the embeddings over the transcripts. New data is added automatically on a weekly basis using GitHub Actions. Deployed to Streamlit cloud.
translate-md	(Work in progress) Translator of markdown files using HuggingFace's Transformers.
spanglish	Demo of a spanish to englis translator service using HuggingFace's Transformers. Built on top of Ray Serve and FastAPI.
helpner	CLI program to detect (and highlight) the contents of other CLI help messages directly from the console. The model is trained on a synthetic dataset using spaCy, and the console rendering is done with rich.
pytokei	Python bindings to Rust's tokei.
Master thesis	(Spanish only) App to classify CrossFit movement videos using a fine-tuned version of MoViNets on a novel dataset, deployed behind an AWS Lambda function on a Docker image. Created with Plotly's Dash, deployed to AWS ECS, CI/CD with CodeDeploy and CodePipeline.