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Douglas-cc/README.md

Welcome. My name is Douglas 👋

I hold a Bachelor’s degree in Computer Science with experience in data science, data engineering, and back-end development. I have worked in junior companies, startups, as a freelancer, in consulting, in retail, in technology companies, and I currently work at the Electoral Justice.

In the academic field, I spent one year working on predictive system modeling and climate classifiers using data from the National Institute of Meteorology, predicting gasoline prices in the state of Amapá. Later, I was a PIC-PROBIC UNIFAP scientific initiation fellow, where my research focused on Music Information Retrieval (MIR), including classifiers of Amazonian musical genres and musical instrument classification.

I have experience in building APIs, automation with RPA, exploratory data analysis and modeling of machine learning algorithms, multi-objective mathematical optimization, and creating APIs to serve machine learning models. I also work with data processing on AWS, from ingestion and ETL to queries in Athena.

Currently, I am deepening my knowledge and practice in RAG (Retrieval-Augmented Generation) and LLMs (Large Language Models), aiming to integrate these solutions into real-world scenarios to optimize processes, enhance decision-making, and expand the possibilities of intelligent automation.

This background, combined with daily collaboration in multidisciplinary teams, has allowed me to develop strong communication, teamwork, and the ability to understand how each delivery can positively impact the business, always envisioning ways to improve solutions and solve everyday challenges.

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  1. streamingTweets streamingTweets Public

    Crawling para coletar dados no Twitter de Tweets

    Jupyter Notebook 1

  2. clf_credit_risk clf_credit_risk Public

    Servindo modelo machine learning para classificação de risco de credito bancário

    Jupyter Notebook 4 1

  3. otm_portes otm_portes Public

    Otimizador de valor de negociação de entre rede hospital e operadora de plano de saúde.

    Jupyter Notebook 1

  4. classifier_species_birds classifier_species_birds Public

    Classificação de espécies a partir dos dados sonoros.

    Jupyter Notebook 1

  5. weather_Prediction weather_Prediction Public

    Classificador de Precipitação para a cidade de Macapá

    Jupyter Notebook 1

  6. detected_instruments detected_instruments Public

    Modelo de aprendizado de maquina para classificação de instrumentos musicais

    Jupyter Notebook 1