Experience

Civica

Data Scientist
February 2022 – April 2024, Belfast, Northern Ireland

Key Projects:

  • Tourism Ireland: Dynamics 365 Reporting Solution

    • Data Extraction & Analysis: Leveraged Azure Synapse to extract and analyze customer engagement data from Dynamics 365.
    • Dashboard & Report Development: Created interactive dashboards and self-service reports using Power BI.
    • Client Collaboration: Worked closely with clients to develop and deliver a suite of business intelligence (BI) reports tailored to their strategic goals.

  • Northern Ireland Appeals Service: On-prem Reporting Solution Refactor

    • Optimization of SSAS Data Model: Implemented data partitioning and optimized SQL queries to enhance performance.
    • Self-Service Report Development: Developed advanced interactive reports using Power BI Desktop and DAX.
    • Server Management: Managed Analysis and Reporting Servers via SSMS, handling refresh jobs and automation triggers.

Tools Used: Azure Synapse, Power BI, T-SQL, DAX, SSAS, SSRS, Power Query

Sentireal

Data Scientist
November 2020 – February 2022, Belfast, Northern Ireland

Key Projects:

  • InterTradeIreland Co-Innovate: VR Sim Training Solution
    • Data Extraction & Transformation: Utilized AWS Lambda for cost-effective data extraction and formatting from API.
    • Data Exploration & Analysis: Conducted data wrangling and preliminary analysis using AWS SageMaker.
    • Research & Experimentation: Explored predictive models and executed experiments to support model selection using AWS SageMaker.
    • Development of CT/CM Pipeline: Built a machine learning pipeline with AWS SageMaker and CodePipeline for automated training, testing, and deployment.

Tools Used: Python, AWS Lambda, AWS SageMaker, Scikit-Learn, TensorFlow, Docker, AWS API Gateway, CodePipeline

Skills & Competencies:

  • Programming Languages: Python, SQL, JavaScript, TypeScript
  • Data Technologies: Azure Synapse, Power BI, AWS (SageMaker, CodePipeline, Lambda), SSAS, SSRS
  • Methodologies: Data Engineering, Machine Learning, Predictive Analytics, MLOps
  • Other: T-SQL, DAX, Power Query, Docker, Cloud Services (AWS, Azure)
IntroductionEducation