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Carlos Eduardo de Souza

Data Scientist with a background in Analytics & Credit and Risk Management


Who am I?

Essentially a data scientist with strong experience in business and data analysis in large companies, Brazilian and multinational, in the financial sector, in the area of ​​credit and risk management.

I have been delivering results throughout my career through the construction, implementation, monitoring and review of credit strategies, in national and international projects. Essentially using analysis tools and databases, such as SAS, SPSS, SQL, Python.

Graduated in business administration, MBA in corporate finance, master's student in intelligence technologies and digital design, developing research in artificial intelligence, in the area of ​​natural language processing with deep learning to detect fake news on social networks.

A curious person, in constant learning, studying in a self-taught way Docker, Kubernetes, cloud computing, MLOps and full-stack web development.

Background


  • 1 year and counting as analytics consultant

  • 3 years and counting as data scientist

  • +15 years in credit and risk managment

Developing activities:


  • Analytics and business consultant in the area of ​​credit, collection and fraud

  • Developing research on artificial intelligence applied to social sciences

  • Pursuing a master degree in artifical intelligence field

  • Learning Django, Java, Kubernets, MLOps and software development techniques

  • Programing in Python (top 30% of 1,4MM+ in LinkedIn Assessments)

  • Keeping my machine and deep learning skills up to date (mainly Pytorch, SKLearn, Numpy, Pandas and Matplotlib top 15% of 361k+ in LinkedIn Assessments)

  • Once in a while I've published some articles on Data Hacker's

Programing languages


  • Python

  • SQL

  • SAS

  • SPSS

What I've used in some capacity and still in development


  • Amazon Sage Maker

  • Docker

  • Flask

Connect with me:


LinkedIn: More information about my results and professional profile

Carlos Souza's Projects

2015 icon 2015

Public material for CS109

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

factck.br icon factck.br

FACTCK.BR: A dataset to study Fake News in Portuguese

fake.br-corpus icon fake.br-corpus

We introduce the Fake.Br Corpus, which is composed of aligned true and fake news written in Brazilian Portuguese.

fastapi icon fastapi

Microservice creation and Machine Learning Model Deployment using FastAPI

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

graph4nlp icon graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

guppe icon guppe

Curso de programação em Python Geek University

kaggle_santander_transaction_prediction icon kaggle_santander_transaction_prediction

Repositório com os resultados da primeira versão do desafio Kaggle Santander Customer Transaction Prediction, late submission. Desafio do curso de Data Science da Digital House

linkedin-web-scraper icon linkedin-web-scraper

Python Web Scraper for LinkedIn to collect and store company data (e.g. name, description, industry, etc.) into .xls file

ml.hse.nlp icon ml.hse.nlp

NLP from HSE Advanced Machine Learning Specialization

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