Blake Downward

2 minute read

Dashboard Power BI Data Visualisation Anomaly Detection Isolation Forest

SA Ambulance Service Anomaly Dashboard

Project Overview The SA Ambulance Service Anomalies Dashboard is a Power BI dashboard that highlights potential anomalies detected o...

2 minute read

Dashboard Power BI Data Visualisation Data Mining Data Modelling

Project Overview The SA Ambulance Service Callouts Dashboard is a Power BI visualisation tool that aggregates approx 185,000 pager m...

3 minute read

Flask Clustering Transformer NLP Power BI PyTorch

Paletteyes is an API and web app designed to generate and extract colour palettes from images and natural language prompts. It provi...

15 minute read

Deep Learning CNN Data Science Computer Vision Python

In this project we build a Deep Learning based Image Search Engine that will help customers find similar products to ones they want!...

48 minute read

Deep Learning CNN Data Science Computer Vision Python

In this project we build & optimise a Convolutional Neural Network to classify images of fruits, with the goal of helping a groc...

15 minute read

Causal Impact Analysis Python

In this project we use Causal Impact Analysis to analyse & understand the sales uplift of customers that joined the new “Deliver...

15 minute read

Association Rule Learning Python

In this project we use Association Rule Learning to analyse the transactional relationships & dependencies between products in t...

12 minute read

PCA Machine Learning Python

In this project we use Principal Component Analysis (PCA) to compress 100 unlabelled, sparse features into a more manageable number ...

14 minute read

Customer Segmentation Machine Learning Clustering Python

In this project we use k-means clustering to segment up the customer base in order to increase business understanding, and to enhanc...

54 minute read

Customer Targeting Machine Learning Classification Python

Our client, a grocery retailer, wants to utilise Machine Learning to reduce mailing costs, and improve ROI. Table of contents 0...