The Identity Crisis of Modern Software Engineers: Builders or Overseers?
Recent Posts
g2net - 2nd Training School - Machine Learning and Signal processing for Time Series Analysis Permalink
In March 2020, I had the privilege of organizing an international training school as part of the g2net CA17137 network for Gravitational Waves, Geophysics, a...
PyMalta Machine Learning Events Permalink
As part of my ongoing efforts to promote data science and machine learning in Malta, I had the pleasure of organizing two educational events for the PyMalta ...
Malta Property Bubble Analysis Permalink
The Maltese property market has garnered increasing attention as property prices surge to unprecedented levels, sparking widespread debate about whether we a...
Approximate Pi numerically using Monte Carlo Simulations Permalink
In this article, I demonstrate a Monte Carlo simulation approach to approximate $\pi$ by calculating the ratio of points within a unit circle to points in a ...
ML Templates Permalink
A set of templates used for model selection for Binary- and Multi-Class Classification problems.
Employing Churn Prediction and Customer Value Prediction models to increase sales for an online Casino Permalink
A casino should maximize value of every player by encouraging them to deposit money and place bets by sending promos and giving away bonuses. This notebook s...
Hash Code 2018 Pizza Slicer Practice Problem
The Hash Code 2018 Pizza Slicer Practice Problem challenges participants to cut a large pizza into slices that contain a valid mix of ingredients, aiming to ...
Deploying ML Classifier as an API using Flask Permalink
In these set of notebooks, I put together an API within Flask to be used in production.
Predicting the results for the 2018 Fifa World Cup Permalink
Interesting results from EDA and Feature engineering using past football data.
House price prediction for the Maltese Market Permalink
This project was put together for the Data X - An Introduction to Data Science: Storage, Visualisation and Analysis. This was one of my first attempts and ut...
Portfolio Optimization using Markowitz Efficiency Frontier and Dash Permalink
Modern Portfolio Theory (MPT), introduced by Nobel laureate Harry Markowitz, is foundational in finance for balancing risk and return. In this article, I pre...
Chess Analytics Permalink
The Kingbase dataset, a collection of 1.8 million chess games in Portable Game Notation (PGN) format, offers a rich resource for analysing trends and pattern...
Simulating a queue in a post office Permalink
This article presents a simulation of a queue system at a post office where customers arrive randomly, wait to be served by one of two clerks, and have a cha...
Early Segmentation for online Casino Players Permalink
This notebook shows how to segment online Casino players and how to use the segments to target marketing campaigns.