cvillela,github

👋 Hi, I’m @cvillela
Making art at Refik Anadol Studio
My research focus lies on Deep Learning, Audio Processing, Natural Language Processing and Machine Learning Engineering
📫 Feel free to message!
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.

cvillela's Projects

amplemarket_challenge

Machine Learning Engineer challenge for Amplemarket. NLP and Multi-Label Classification tasks.

audio_extractor

Repo configured with useful functions for preprocessing, segmenting and creating audio datasets, as well as extracting embeddings

cvillela

Config files for my GitHub profile.

inverted_pendulum

This project aims to design and implement a LQR controller for the classic inverted pendulum Control Theory problem.

midi_board

Arduino implementation and hardware description of intelligent MIDI board for Music Production.

pytorch-summarization

The 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)

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