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👋 Hi, I’m @cvillela
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Making art at Refik Anadol Studio
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My research focus lies on Deep Learning, Audio Processing, Natural Language Processing and Machine Learning Engineering
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Currently I'm actively working on:
- Building scalable interfaces for model interaction and data analysis for large and unstructured datasets
- Deep audio embedding extraction and manipulation for real-time streaming reccomendation systems
- Scalable audio processing pipelines for noise reduction, silence removal and audio effects.
- Generative Audio-to-Audio, Text-to-Audio and LLMs.
- Graph Search, Knowledge Graphs and Path Planning algorithms for latent space navigation.
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audio_extractor
audio_extractor PublicRepo configured with useful functions for preprocessing, segmenting and creating audio datasets, as well as extracting embeddings
Python 2
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amplemarket_challenge
amplemarket_challenge PublicMachine Learning Engineer challenge for Amplemarket. NLP and Multi-Label Classification tasks.
Jupyter Notebook
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MIDI_board
MIDI_board PublicArduino implementation and hardware description of intelligent MIDI board for Music Production.
C++
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pytorch-summarization
pytorch-summarization PublicThe following project aims to fine-tune and implement the Portuguese Vocabulary Pretrained T5 model on abstractive text summarization tasks in Brazilian Portuguese (before it was cool)
Jupyter Notebook
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inverted_pendulum
inverted_pendulum PublicThis project aims to design and implement a LQR controller for the classic inverted pendulum Control Theory problem.
Jupyter Notebook
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