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Marcos14Almeida/README.md

Oi, eu sou Marcos 👋

  • 🔭 AI'm currently doing a master's degree in ML-based unsupervised anomaly detection in time-series at Unicamp.
  • 🧑‍💼 I work as a Trainee in a Startup with Machine Learning using Python and SQL.
  • 👨‍🏫 I am an Electrical Engineer graduated from Unicamp with a MBA in Big Data and Business Analytics, and Electronics Technician.
  • 💰 I founded a startup called Davai, a music social network app. I was the developer and led the UX/UI development of this music social network for people to form bands, friendships, go to concerts together and much more.
  • 📚 Last Book I Read: Storytelling with Data

🏋️‍ Programming languages

  • Python - Advanced (2015-)
  • Dart(Flutter) - Advanced (2021-)
  • SQL - Intermediate (2019-)
  • Angular - Intermediate (2023-)
  • R - Intermediate (2019-)
  • C - Intermediate (2012-2018)
  • C# - Basic (2024-)

🧑‍💻 Current Projects

Music social network developed in Flutter for mobile devices to connect people through music.

  • Football Digital Twin

Football digital twin experiemnt with real data from more than 400 teams, collected from 3 different websites and updated with real information in real time and developed in Flutter.

  • Masters degree: ML based anomaly detection and time-series prediction for optical networks

Use of the stochastic gradient algorithm to approximate the simulated parameters of an optical fiber network (Digital Twin) to a real network. I'm part of the Intrig group: https://intrig.dca.fee.unicamp.br/

🌐 My personal website

https://marcos14almeida.github.io/mrcmarc/

Interested? Let's talk, send an email to:

📫[email protected]

Pinned Loading

  1. ANN_model ANN_model Public

    ANN neural network model to detect whether a user stays in the bank or not. This algorithm is part of a course I took, but I adapted and improved some steps.

    Jupyter Notebook

  2. cobras_e_escadas cobras_e_escadas Public

    Flutter project for the game snakes and ladders, developed for Android devices. Contains some animations.

    Dart 1

  3. prev_futebol prev_futebol Public

    Through the use of the random forest classification method, I try to predict the outcome of future football matches.

    Python

  4. star_wars_app_infos star_wars_app_infos Public

    Aplicativo em FLutter com a listagem de filmes e personagens de Star Wars

    Dart 1