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Hi there 👋

My name is Rafał Nojek. I am the third year Computer Science and Econometrics student at AGH UST and have already graduated Medicine at Jagiellonian University. I am intrested in software engineering and artifical inteligence, especially conected with medicine.

I am currently working on

  1. POLHATE - a dataset composed of polish tweets with labels whether it is a hate speech/offensive language or not. It will be used to create models to recognize bad habits in the polish part of internet.

  2. "NLP Disaster Tweets": Group submission to Kaggle's competition on classyfing tweets with NLP, part of 2022 zaprogramuj życie summer group projects. Check out the dashboard page.

Technologies I am not unfamiliar with

  • Git
  • Python (numpy, python, selenium, bs4, seaborn, keras, nltk)
  • R lang (tidyverse, caret, shiny, markdown)
  • SQL (MS SQL Server, Postgresql 14 (learning))
  • Linux
  • C# (Entity Framework Core, Blazor, ASP .NET Core Web API)
  • C/C++
  • PyTorch

📧 Info

Rafał Nojek's Projects

aielements icon aielements

End-semester computer science project on AI Elements classes . Inside numpy version of perceptron, decision tree classifier and inference logic programming in prolog.

bitehack icon bitehack

NLP models solutions for BITEhack 15 Jan 2022

heartdiseasecalc icon heartdiseasecalc

End-semester computer science project on Programming in R classes. A simple random forest model for predicting heart failure disease.

kn_mentor icon kn_mentor

A repository that stores files and notebooks, that were presented by me on Mentor Science Club Classes.

mlalgos icon mlalgos

A simple console app for binary classification problems

tweet-manager icon tweet-manager

A simple app for collecting tweets from Twitter API by given hashtags or account name.

tweetscrapper icon tweetscrapper

A simple app for collecting tweets from Twitter API by given hashtags or account name. The data collected will be used to train NLP model to recognize hate speech.

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