Blake Downward

Simple. Clean. Systems

Welcome! I’m Blake - a developer from Adelaide who designs tools and systems that run themselves. Most of my projects live at the edge of data, automation, and design - building things that help small teams work smarter, faster, and with less noise. I like simple builds, clean code, and tools that quietly get the job done. Feel free to check out my work below or get in touch with me via GitHub or LinkedIn.

Tags in Projects

AB Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Anomaly Detection

SA Ambulance Service Anomaly Dashboard | 2 minute read

Association Rule Learning

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

Audio

AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of Aircraft | 1 minute read

CNN

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Causal Impact Analysis

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Chi-Square

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Classification

Enhancing Targeting Accuracy Using ML | 54 minute read

Clustering

PALETTEYES - AI-Powered Colour Palette Generation | 3 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

Computer Vision

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Customer Loyalty

Predicting Customer Loyalty Using ML | 36 minute read

Customer Segmentation

The "You Are What You Eat" Customer Segmentation | 14 minute read

Customer Targeting

Enhancing Targeting Accuracy Using ML | 54 minute read

Dashboard

SA Ambulance Service Anomaly Dashboard | 2 minute read

SA Ambulance Service Callouts Dashboard | 2 minute read

Global Earthquake Tracking Dashboard | less than 1 minute read

Data Mining

SA Ambulance Service Callouts Dashboard | 2 minute read

Data Modelling

SA Ambulance Service Callouts Dashboard | 2 minute read

Data Science

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Data Visualisation

SA Ambulance Service Anomaly Dashboard | 2 minute read

SA Ambulance Service Callouts Dashboard | 2 minute read

Data Viz

Global Earthquake Tracking Dashboard | less than 1 minute read

Dataset

AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of Aircraft | 1 minute read

Deep Learning

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of Aircraft | 1 minute read

Flask

PALETTEYES - AI-Powered Colour Palette Generation | 3 minute read

Hypothesis Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Isolation Forest

SA Ambulance Service Anomaly Dashboard | 2 minute read

Machine Learning

Compressing Feature Space For Classification Using PCA | 12 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

Enhancing Targeting Accuracy Using ML | 54 minute read

Predicting Customer Loyalty Using ML | 36 minute read

Machine Listening

AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of Aircraft | 1 minute read

NLP

PALETTEYES - AI-Powered Colour Palette Generation | 3 minute read

Open Source

Chimely - Productivity Timer with a Twist | 1 minute read

AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of Aircraft | 1 minute read

PCA

Compressing Feature Space For Classification Using PCA | 12 minute read

Power BI

SA Ambulance Service Anomaly Dashboard | 2 minute read

SA Ambulance Service Callouts Dashboard | 2 minute read

PALETTEYES - AI-Powered Colour Palette Generation | 3 minute read

Primes

Finding Prime Numbers with Python | 8 minute read

Productivity

Chimely - Productivity Timer with a Twist | 1 minute read

PyTorch

PALETTEYES - AI-Powered Colour Palette Generation | 3 minute read

Python

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

Compressing Feature Space For Classification Using PCA | 12 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

Enhancing Targeting Accuracy Using ML | 54 minute read

Predicting Customer Loyalty Using ML | 36 minute read

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Finding Prime Numbers with Python | 8 minute read

Chimely - Productivity Timer with a Twist | 1 minute read

Regression

Predicting Customer Loyalty Using ML | 36 minute read

Signal Processing

AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of Aircraft | 1 minute read

Tableau

Global Earthquake Tracking Dashboard | less than 1 minute read

Taipy

Chimely - Productivity Timer with a Twist | 1 minute read

Transformer

PALETTEYES - AI-Powered Colour Palette Generation | 3 minute read

Web App

Chimely - Productivity Timer with a Twist | 1 minute read