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Achievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

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cvillela/README.md

  • 👋 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.

Pinned

  1. audio_extractor audio_extractor Public

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

    Python 2

  2. amplemarket_challenge amplemarket_challenge Public

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

    Jupyter Notebook

  3. MIDI_board MIDI_board Public

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

    C++

  4. pytorch-summarization pytorch-summarization Public

    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)

    Jupyter Notebook

  5. inverted_pendulum inverted_pendulum Public

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

    Jupyter Notebook