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mvoassis/README.md

Hello 👋, I'm Marcos Oliveira

I love challenges, learning, teaching, researching, and solving problems: I am a Scientist!

mvoassis

📈 I am passionate about data-driven solutions, which led me to pursue a BSc. and an MSc. in Computer Science, followed by a Ph.D. in Electrical Engineering.

🚀 I have over 10 years of experience applying data manipulation, visualization, statistics, and artificial intelligence in research projects. Python, C/C++, and Matlab have been a part of my routine for some time, both in academic and personal data science projects.

👨‍🎓 During my Master’s, I investigated the usage of Holt-Winters statistical forecasting in detecting network anomalies and attacks. In my Ph.D. thesis, I studied the use of Game Theory to mitigate network attacks and the effectiveness and feasibility of different Machine and Deep Learning methods to detect them.

👨‍🏫 I am currently an Assistant Professor/Researcher of Computer Science at the Federal University of Paraná - Brazil. In this position, I have guided undergraduate students in classes and research projects to improve the learning process using applied computing. I’m also currently Head of the Computer Science undergraduate course.

  • 💬 Ask me about Data Science, Data Analysis, Machine and Deep Learning

  • 📫 How to reach me [email protected]

  • ⚡ Fun fact I'm a kung fu black belt

Connect with me:

mvoassis

Languages and Tools:

c cplusplus matlab mysql pandas postgresql python scikit_learn seaborn tensorflow

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  1. CIC-DDoS2019-DeepLearning CIC-DDoS2019-DeepLearning Public

    🛡️ A GRU deep learning system against attacks in Software Defined Networks (SDN).

    Jupyter Notebook 26 6

  2. SP-property-analysis SP-property-analysis Public

    🌎 Data analysis and Price prediction of São Paulo's real estate using geolocation.

    Jupyter Notebook

  3. default_forecasting_fintech default_forecasting_fintech Public

    💰 Defaulting Client Classification Model for Fintech.

    Jupyter Notebook

  4. nlp-category-classifier nlp-category-classifier Public

    📙 Text category classifier using Word2Vec CBOW and Logistic Regression.

    Jupyter Notebook

  5. churn_detection churn_detection Public

    🔄 Churn detection Model for a Telecom Operator.

    Jupyter Notebook

  6. meteora_tableau meteora_tableau Public

    📈 Retail data analysis using Tableau Dashboards.

    Jupyter Notebook 1