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