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dimitreOliveira/README.md

Hi there, I'm Dimitre Oliveira πŸ‘‹

Here is a brief introduction about myself.

Currently working as a machine learning engineer.

Interests on generative AI, data science, machine learning and related fields.


πŸ“« How to reach me

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Blog posts ✍️

Some relevant open-source contributions that I have made 🀝

Here are some talks I gave πŸ§‘β€πŸ«

  • 2020-07-11: Using TPUs for computer vision - Kaggle Days Meetup Delhi NCR [English]
  • 2020-02-20: Supervised Contrastive Learning - TensorFlow Everywhere Brasil [Portuguese-BR]
  • 2021-06-17: Using computer vision for diabetic retinopathy detection - Datarisk Meetup [Portuguese-BR]
  • 2021-08-20: How to build a data science portfolio | Kaggle #30daysofML 2021 [English]
  • 2021-08-26: Interview with Dimitre Oliveira, contributor to Google's Dev Library | Dev Library and open source [English]

I am also a Kaggle grandmaster, here are some competitions that I took part

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  1. MachineLearning MachineLearning Public

    My machine learning portfolio

    Jupyter Notebook 25 7

  2. bert-as-a-service_TFX bert-as-a-service_TFX Public

    End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

    Jupyter Notebook 43 10

  3. Tweet-Sentiment-Extraction Tweet-Sentiment-Extraction Public

    πŸ₯ˆ (Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.

    Jupyter Notebook 10

  4. APTOS2019BlindnessDetection APTOS2019BlindnessDetection Public

    πŸ₯‰ (Bronze medal - 163rd place - Top 6%) Repository for the "APTOS 2019 Blindness Detection" Kaggle competition.

    Jupyter Notebook 32 22

  5. stable-diffusion-textual-inversion-app stable-diffusion-textual-inversion-app Public

    Custom Textual-Inversion for Stable-Diffusion models with Keras.

    Jupyter Notebook 19 4

  6. cryptogans cryptogans Public

    TensorFlow implementation of a DCGAN to generate CryptoPunks + Gradio and Streamlit apps

    Jupyter Notebook 11 1