Repository for the PyData Amsterdam 2024 talk: 'Polishing Python: Preventing Performance Corrosion with Rust'

Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

Script for extracting data from a Dutch Slimme Meter' (DSMR) by means of a Raspberry Pi + Dashboard that visualises the retrieved data

Repo that relates to the Medium blog 'Creating serverless data pipelines with Azure Functions and Azure Pipelines'

Python-based portfolio / stock widget which sources data from Yahoo Finance and calculates different types of Value-at-Risk (VaR) metrics and many other (ex-post) risk/return characteristics both o…

Django-powered website (hosted on Heroku) that focuses on analyzing Dutch traffic data acquired through a custom scraper

Script for getting measurements from the SDS011 air particle density sensor and logging it to InfluxDB

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)

Repo that relates to the Medium blog 'Using Bayesian Optimization to reduce the time spent on hyperparameter tuning'

Web-based local community football platform built on the Django web framework (with the help of Python, Bootstrap3, GeoPy, and GoogleMaps-API)

Python-based webscraper for scraping traffic data from the Dutch traffic information service, [vid.nl](https://www.vid.nl)

Python script for single period Mean-Variance Optimization (MVO) with scope 1+2 carbon intensity constraints

Python script for calculating the spread risk solvency capital charge ("SCR") for a bond portfolio under Solvency II (along the standard formula)

Python script for calculating the (type I) equity risk solvency capital charge ("SCR") under Solvency II