James Twose's Projects
Using three.js to create a three dimensional website
A set of tutorials/ demos intended to learn angular.
Looking into/ learning how the different apache technologies (airflow, spark, Kafka, etc.) work.
A comparison of an assortment of popular API frameworks in various languages.
Making a dashboard to quickly follow the changes in the apple mobility data
This repository is used as part of a gitops deployment strategy with tekton and Minikube.
Creative Commons copyright license files
Learning how to code for physical hardware.
Looking into different learnings from coursera - predominantly Data Science related
An API using fastapi that is intended as middleware for a covid dashboard
A dashboard showing up to date covid information. Deployed to the following link:
Looking into building C#/ .NET applications (and containerising with docker).
Attempting to deploy a plotly dash app on render.com e.g. https://render.com/docs/web-services
A repository to share notebooks about data science, example notebooks are hosted here:
The Leek group guide to data sharing
A repo of Jms' exploration into dbt.
A very stupid chatbot for you to talk to.
Using, Deta, FastAPI, spaCy and GitHub pages to create a simple NLP based news provider with simple static interface.
A small dashboard to estimate energy prices based on electricity and gas prices per square meter
The supplemental material for the journal article: Early-warning signals for disease activity in patients diagnosed with multiple sclerosis based on keystroke dynamics
Example complete beginning to end data science and machine learning deliverables. Main results can be found here:
A set of scripts looking into analyses based on facial expression feature extraction.
An example fastapi REST API that is used in a tutorial to show how to run CICD pipelines with tekton and argo cd.
Attempting to create an example of a FastAPI that can be queried for odata objects. Mainly to see if I can make the $batch endpoint work.
Learning authentication, jinja templating, tortoise ORM and fastapi to build a simple user login page.
A plotly/ dash app that is hosted using render.com which may be used to upload a bank .csv export to visualise income and expenses.
A javascript dashboard to visualise finance data (a csv export from ING Nederland)
An interactive dashboard showing James Twose's fitbit data over time. The frontend can be found here: