36 minute read

Customer Loyalty Machine Learning Regression Python

Predicting Customer Loyalty Using ML

Our client, a grocery retailer, hired a market research consultancy to append market level customer loyalty information to the datab...

15 minute read

Deep Learning CNN Data Science Computer Vision Python

Creating An Image Search Engine Using Deep Learning

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

10 minute read

GenAI SQL Agents Python LangChain PostgreSQL

Building an AI SQL Agent On A Live Cloud-Based Database

In this project we build a practical SQL AI Agent for our grocery retail client, capable of taking natural-language questions and tu...

9 minute read

GenAI RAG LLMs Python LangChain

Building an AI Help-Desk Assistant Using RAG (Retrieval Augmented Generation)

In this project we build a real, production-style AI assistant for our grocery retail client, capable of answering customer help-des...

54 minute read

Customer Targeting Machine Learning Classification Python

Enhancing Targeting Accuracy Using ML

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

14 minute read

Customer Segmentation Machine Learning Clustering Python

The "You Are What You Eat" Customer Segmentation

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