Emmanuel Kanati

Data Science Portfolio

Hi, I'm Emmanuel, a Data Science and Business Intelligence Professional. I leverage tools like Python, SQL, Excel, Tableau, and Power BI to analyse large datasets and create impactful visualisations and reports. My expertise spans various machine learning techniques, including supervised and unsupervised learning, enabling me to extract valuable insights from complex data. With strong project management skills, I excel in managing projects and effectively communicating findings to stakeholders, driving informed decision-making. Explore my Data Science portfolio to see projects focused on delivering significant business impact. Connect with me on LinkedIn!

19 minute read

Employee Churn Prediction HR Analytics Machine Learning Classification Python

Predicting Employee Churn Using ML

Our client, company based in London, is concerned about retaining their high performing employees and wants to utilise Machine Learn...

less than 1 minute read

Power BI Data Viz

Beijing Air Quality Dashboard Using Power BI

This is a Power BI Dashboard that provides analysis of air quality in Beijing.

15 minute read

Causal Impact Analysis Python

Quantifying Sales Uplift With Causal Impact Analysis

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

48 minute read

Deep Learning CNN Data Science Computer Vision Python

Fruit Classification Using A Convolutional Neural Network

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

12 minute read

PCA Machine Learning Python

Compressing Feature Space For Classification Using PCA

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

The "You Are What You Eat" Customer Segmentation(K-Means Clustering)

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