This technical portfolio is organised by skill area. It highlights the repositories that best support the data science, AI, data engineering, analytics and education technology story. Forked repositories and repositories without README files are hidden automatically.
Portfolio area
AI Projects (Python)
MathDial - Dialogue Tutoring Dataset
AI dialogue tutoring system grounded in math reasoning problems with pedagogical properties.
ML Models for Fraud Detection
Binary classification using a neural network and HistGradientBoostClassifier.
University Admissions Prediction
Evaluating university admissions data to predict chances of admission.
Dog Image Classification
Deep learning image classification using TensorFlow.
Predicting IPO Listing Gains
Machine learning models to predict listing gains in the Indian IPO market.
Heart Disease Prediction
Machine learning project for predicting heart disease.
Spam Filter with Naive Bayes
Building a spam filter using the Naive Bayes algorithm.
Employee Productivity Prediction
Predicting employee productivity using tree-based models.
Portfolio area
Data Engineering Projects
Data Engineering with PySpark
Data engineering project using PySpark for big data processing.
Portfolio area
Data Analysis Projects
DfE Progress 8 Analysis
Department for Education Progress 8 data analysis project.
Portfolio area
Tableau Projects
DSL Dashboard
Interactive Tableau dashboard for the Digital Skills Lab.
Portfolio area
SQL Projects
Analyzing Kickstarter Projects
SQL analysis of Kickstarter project data.
Customers and Products Analysis
Customer and product analysis using SQL.
SQL Window Functions
Advanced SQL window functions for the Northwind Traders database.
Portfolio area
R Projects
COVID-19 Trends Analysis
Statistical analysis of COVID-19 virus trends using R.
Portfolio area
Logic with Prolog and Lean4
Logic
Formal logic and theorem proving projects.