dimitreoliveira Goto Github PK

followers: 247.0 following: 9.0 repos: 38.0 gists: 0.0

Name: Dimitre Oliveira

Type: User

Company: Intuition Machines

Bio: ML at Intuition Machines, Inc. | Google Dev. Expert on Machine Learning | Kaggle Grandmaster

Location: Brazil

Blog: https://www.linkedin.com/in/dimitre-oliveira-7a1a0113a/

Hi there, I'm Dimitre Oliveira 👋

Here is a brief introduction about myself.

Currently working as a data scientist.

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

📫 How to reach me

Here is my data science & machine learning portfolio 🤖

These are some articles I have written 📝

Here are some talks I gave 🧑‍🏫

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

And here are some of the projects I have worked with

🖼️ Computer vision
- APTOS 2019 Blindness Detection [Bronze medal - 163rd place - Top 6%] 🥉
- SIIM-ISIC Melanoma Classification [Bronze medal - 241st place - Top 8%] 🥉
- Understanding Clouds from Satellite Images [184th place - Top 12%]
- iMet Collection 2019 - FGVC6 [226th place - Top 44%]
📄 Natural language processing
- Tweet Sentiment Extraction [Silver medal - 60th place - Top 3%] 🥈
- Jigsaw Multilingual Toxic Comment Classification [Bronze medal - 100th place - Top 7%] 🥉
- Google QUEST Q&A Labeling [171st place - Top 11%]
- Jigsaw Unintended Bias in Toxicity Classification [351st place- Top 12%]
📈 Time-series
- Store Item Demand Forecasting [117th place - Top 26%]
- New York City Taxi Fare Prediction [409th place - Top 28%]
🗃️ Other structured data projects
- Instant Gratification [231st place- Top 13%]
- OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction [226th place - Top 14%]
- Microsoft Malware Prediction [580th place - Top 24%]

Thanks for passing by.

Dimitre Oliveira's Projects

ai_beats

Create music clips using generative AI

ai_trailer

Automatic trailer generation using AI

aptos2019blindnessdetection

:3rd_place_medal: (Bronze medal - 163rd place - Top 6%) Repository for the "APTOS 2019 Blindness Detection" Kaggle competition.

bert-as-a-service_tfx

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

cassava-leaf-disease-classification

Repository for the "Cassava Leaf Disease Classification" Kaggle competition.

commonlit-readability-prize

covid-19-vaccine-degradation-prediction

(226th place - Top 14%) Repository for the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" Kaggle competition.

cryptogans

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

dimitreoliveira

dogbreedkeras

(991st place - Top 78%) Deep Learning using Keras for the "Dog Breed Identification" Kaggle competition.

emobert-mlops

End-to-end MLOps pipeline of a BERT model for emotion classification.

freesoundaudiotagging

(164th place - Top 30%) Deep Learning using Keras for the "Freesound General-Purpose Audio Tagging Challenge" Kaggle competition.

gemini-hangman

Generative AI take on the classic Hangman game

google-quest-qa-labeling

(171st place - Top 11%) Repository for the "Google QUEST Q&A Labeling" Kaggle competition.

googleanalyticscustomerrevenueprediction

Repository for the "Google Analytics Customer Revenue Prediction" Kaggle competition.

hf_tf_serving_examples

Simple examples of serving HuggingFace models with TensorFlow Serving

houseprices

Deep Learning using Tensorflow for the "House Prices: Advanced Regression Techniques" Kaggle competition.

hub

A library for transfer learning by reusing parts of TensorFlow models.

imet-collection-2019-fgvc6

(226th place - Top 44%) Repository for the "iMet Collection 2019 - FGVC6" Kaggle competition.

instantgratification

(231st place- Top 13%) Repository for the "Instant Gratification" Kaggle competition.

jigsaw-multilingual-toxic-comment-classification

:3rd_place_medal: (Bronze medal - 100th place - Top 7%) Repository for the "Jigsaw Multilingual Toxic Comment Classification" Kaggle competition.

jigsaw-unintendedbiasintoxicityclassification

(351st place- Top 12%) Repository for the "Jigsaw Unintended Bias in Toxicity Classification" Kaggle competition.

kagglecareercon2019

(767th place - Top 53%) Kaggle CareerCon 2019 - Help Navigate Robots

keras-io

Keras documentation, hosted live at keras.io

machinelearning

My machine learning portfolio

melanoma-classification

:3rd_place_medal: (Bronze medal - 241st place - Top 8%) Repository for the "SIIM-ISIC Melanoma Classification" Kaggle competition.

microsoftmalwareprediction

(580th place - Top 24%) Repository for the "Microsoft Malware Prediction" Kaggle competition.

newyorkcitytaxifare

(409th place - Top 28%) Deep Learning using Tensorflow for the "New York City Taxi Fare Prediction" Kaggle competition.

palm-content-creation

Content creation with PaLM API and Streamlit

philosophers-council

A Gemma-based chatbot app that has multiple bots impersonating famous philosophers from different schools.