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Maria Jose Molina Contreras

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Decoding Emotions from Art to MemesPyCon US 20252025-05-16
Presents a multimodal pipeline that labels emotions in artworks and memes by extracting image features with EfficientNet and text features with DistilBERT…
Talk in Spanish on
Customizing LLMs: A Guide to local Fine-Tuning...PyCon US 20242024-05-15
Shows how to perform local fine-tuning of open-source LLMs (examples: Mixtral-8x22B-v0.1, Mistral-7B, Bloom-7B) to improve answer quality and specialize models…
Talk in Spanish on
Next level Machine Learning with TinyML and PythonPyCon US 20232023-04-19
We usually associate the future of computing as large clusters being able to perform tasks in a fraction of a second, but is it really the only scenario on how…
Talk on
Better Air, Better Health Creating an indoor air quality...PyCon US 20222022-04-27
A home system that actually measures CO2, temperature and humidity (particles are planned) uses recycled microcontrollers then settles on a Raspberry Pi 4…
Talk on
How to build an intelligent “indoor garden”PyCon US 20202020-04-15
A reproducible prototype waters plants when soil moisture crosses calibrated thresholds and plays a voice alert when the reservoir runs low, built with…
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