Data Projects

Welcome to my portfolio of data projects. Each project showcases my skills and abilities across a broad range of data related disciplines.

Voice AI Agent

Artificial Intelligence

Voice AI agent to enhance the sales and service front desk experience. Using RAG, it accesses a knowledge base to provide accurate responses, managed tasks like booking meetings based on call inputs, and added a personal touch by addressing customers by name through registration details.

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RAG AI

Artificial Intelligence

RAG-based AI bot delivering accurate, context-aware answers by retrieving information from graphical database. Enhancing user interaction by combining the precision of retrieval with the adaptability of generative AI, offering a smarter and more resourceful solution.

Sales Insights Report

Data Visualisation

Sales Insights second phase, building Tableau reporting dashboards on top of the infrastructure created in the first phase. Providing valuable data reporting abilities to potential SME businesses.

Sales Insights Database

Data Engineering

On-going multiphase project to demonstrate the pathway for an SME business to begin to adopt cloud through data warehousing, report visualisation and data science

Machine Learning

ShapGPT

Using Shap values and ChatGPT to explain reasoning behind Random Forrest models decision.

FMCG Data Integration

Data Engineering

Working with one of the largest FMCG companies in Australia to build an end-to-end data integration from the client's Warehouse Management System to their new Microsoft Dynamics CRM.

Detecting Credit Fraud

Data Science

Developed and evaluated multiple Machine Learning models to identify the best-performing solution, achieving an AUC of 0.99 and an accuracy of 99.4%. This high-performing model was considered a significant success.

ESG Innovation

Innovation

Successfully organised and facilitated a workshop for the global heads of ESG at a FTSE 50 company. The workshop was designed to provide a platform for open discussion and collaboration, resulting in actionable idea's inline with the company's ESG initiatives.