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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]

Marcos Paulo Almeida's Projects

all_players_history icon all_players_history

Database with all players in history [team, year, name, games, goals, assists, ovr, image]

american_sports_data icon american_sports_data

Database with data from teams and players in american sports (NBA, MLB, NFL) - Not Completed yet

ann_model icon ann_model

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.

cobras_e_escadas icon cobras_e_escadas

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

fifa20 icon fifa20

Jogo do estilo Football Manager com dados de jogadores de 2020, desenvolvido em Java, para dispositivos Android.

football_guesser icon football_guesser

Game to guess stadiums, football clubs and their location. Made in Flutter.

game-fifa-c icon game-fifa-c

Football Manager style game in C language with last data from 2020

ibge-corretores icon ibge-corretores

Project to identify the average age of insurance brokers in Brazil, using official data from IBGE surveys using the R language.

kazakh-graphics icon kazakh-graphics

I helped a friend from Kazakhstan plot some graphs for her college lesson.

my_music_analysis icon my_music_analysis

Analysis of my songs filtering the data using Python. Obtaining genres from the Last.fm API and visualization of the results using Gephi, Tableau.

pnadcibge icon pnadcibge

Provides tools for downloading, reading and analyzing the PNADC, a household survey from Brazilian Institute of Geography and Statistics - IBGE.

prev_futebol icon prev_futebol

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

python-ci-t icon python-ci-t

Python files for a selection process with mini-challenges.

python_geral icon python_geral

Python Code about Machine Learning, tutorials, and much more

rockit icon rockit

Prototype of a social music network, developed in Java for Android devices. The project is incomplete and was closed to develop a new version in Flutter called Davai.

siter icon siter

Website with R at: https://marcos14almeida.github.io/Demo/

streamlit_jogadores icon streamlit_jogadores

Website with dashboards developed in Python, with a comparison of the careers of the best players in history

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