Konstantinos Bismpiroulas
Data Scientist

Hi, I'm Konstantinos. I am a freelance data scientinst, passionate about problem-solving by means of data process, data analysis, data visualisation, machine learning and artificial intelligence applications. I'm skilled in Python, SQL, and making a nice playlist to listen to while writing code.

Project Timeline

Dice Roll Simulator Project

This is a dice roll simulator in python. The purpose is for the application to roll a standard DnD set and show the result.

Guess the Number

This is a simple game that makes a user guess the number generated by the computer.

Adventure Game

This is a text-based adventure game with a musical twist.Try it out.

Data Visualisation

Here we explore some data extracted from earthquake reports. It is simple example of exploratory analysis and visualisation of comparisons and other findings.

Titanic dataset notebook

This is a notebook about the exploratory analysis of the classic titanic dataset.

Titanic dataset streamlit webapp

This is a small streamlit webapp which is used to predict the survivability chance of a hypothetical titanic passenger based on the features of the titanic dataset.

JFK Airport Linear Regression

Using the JFK Ariport flight take off data, we will do some data cleaning in order for our data to be prepared for linear regression algorithms and some predictions.

Heart Failure

Playing around with Neural Networks to predict the chance of heart failure. Small analysis and visualisation is included.

Mushrooms

Using supervised machine learning to predict if a mushroom is poisonous or not.

Wine tasting

Using a wine based dataset for analysis and visualisation and playing around with KMeans clustering.

Music Genre Classification

Using the GTZAN Dataset we are building a genre classifcation and music recomendation algorithm.

Music Genre Recognition Webapp

This is a webapp that lets a user upload a song and predict it's genre amongst 10 popular genres of music. Try it out!