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<h1>A Resume</h1>
<span class="meta">Posted by
<a href="http://localhost:8000/author/andrew-ridgway.html">Andrew Ridgway</a>
on Fri 23 February 2024
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<h1>OVERVIEW</h1>
<p>I am a Senior Data Engineer looking to transition my skills to Data and Solution
Architecting as well as project management. I have spent the better part of the
last decade refining my abilities in taking business requirements and turning
those into actionable data engineering, analytics, and software projects with
trackable metrics. I believe in agnosticism when it comes to coding languages
and have experimented in my own time with many different languages. In my
career I have used Python, .NET, PowerShell, TSQL, VB and SAS (multiple
products) in an Enterprise capacity. I also have experience using Google Cloud
Platform and AWS tools for ETL and data platform development as well as git
for version control and deployment using various IAC tools. I have also
conducted data analysis and modelling on business metrics to find relationships
between both staff and customer behavior and produced actionable
recommendations based on the conclusions. In a private context I have also
experimented with C, C# and Kotlin I am looking to further my career by taking
my passion for data engineering and analysis as well as web and software
development and applying it in a strategic context.</p>
<h1>SKILLS &amp; ABILITIES</h1>
<ul>
<li>Python (scripting, compiling, notebooks – Sagemaker, Jupyter)</li>
<li>git</li>
<li>SAS (Base, EG, VA)</li>
<li>Various Google Cloud Tools (Data Fusion, Compute Engine, Cloud Functions)</li>
<li>Various Amazon Tools (EC2, RDS, Kinesis, Glue, Redshift, Lambda, ECS, ECR, EKS)</li>
<li>Streaming Technologies (Kafka, Hive, Spark Streaming)</li>
<li>Various DB platforms both on Prem and Serverless (MariaDB/MySql,</li>
<li>Postgres/Redshift, SQL Server, RDS/Aurora variants)</li>
<li>Various Microsoft Products (PowerBI, TSQL, Excel, VBA)</li>
<li>Linux Server Administration (cron, bash, systemD)</li>
<li>ETL/ELT Development</li>
<li>Basic Data Modelling (Kimball, SCD Type 2)</li>
<li>IAC (Cloud Formation, Terraform)</li>
<li>Datahub Deployment</li>
<li>Dagster Orchestration Deployments</li>
<li>DBT Modelling and Design Deployments</li>
<li>Containerised and Cloud Driven Data Architecture</li>
</ul>
<h1>EXPERIENCE</h1>
<h2>Cloud Data Architect, Redeye Apps</h2>
<p><em>May 2022 - Present</em>
- Greenfields Research, Design and Deployment of S3 datalake (Parquet)
- AWS DMS, S3, Athena, Glue
- Research Design and Deployment of Catalog (Datahub)
- Design of Data Governance Process (Datahub driven)
- Research Design and Deployment of Orchestration and Modelling for Transforms (Dagster/DBT into Mesos)
- CI/CD design and deployment of modelling and orchestration using Gitlab
- Research, Design and Deployment of ML Ops Dev pipelines anddeployment strategy
- Design of ETL/Pipelines (DBT)
- Design of Customer Facing Data Products and deployment methodologies (Fully automated via Kakfa/Dagster/DBT)</p>
<h2>Data Engineer, TechConnect IT Solutions</h2>
<p><em>August 2021 – May 2022</em>
- Design of Cloud Data Batch ETL solutions using Python (Glue)
- Design of Cloud Data Streaming ETL solution using Python (Kinesis)
- Solve complex client business problems using software to join and transform data from DB’s, Web API’s, Application API’s and System logs
- Build CI/CD pipelines to ensure smooth deployments (Bitbucket, gitlab)
- Apply Prebuilt ML models to software solutions (Sagemaker)
- Assist with the architecting of Containerisation solutions (Docker, ECS, ECR)
- API testing and development (gRPC, Rest)</p>
<h2>Enterprise Data Warehouse Developer, Auto and General Insurance</h2>
<p><em>August 2019 - August 2021</em>
- ETL development of CRM, WFP, Outbound Dialer, Inbound switch in Google Cloud, SAS, TSQL
- Bringing new data to the business to analyse for new insights
- Redeveloped Version Control and brought git to the data team
- Introduced python for API enablement in the Enterprise Data Warehouse
- Partnering with the business to focus data project on actual need and translating into technical requirements</p>
<h2>Business Analyst, Auto and General Insurance</h2>
<p><em>January 2018 - August 2019</em>
- Automate Service Performance Reporting using PowerShell/VBA/SAS
- Learn and leverage SAS EG and VA to streamline Microsoft Excel Reporting
- Identify and develop data pipelines to source data from multiple sources easily and collate into a single source to identify relationships and trends
- Technologies used include VBA, PowerShell, SQL, Web API’s, SAS
- Where SAS is inappropriate use VBA to automate processes in Microsoft Access and Excel
- Gather Requirements to build meaningful reporting solutions
- Provide meaningful analysis on business performance and provide relevant presentations and reports to senior stakeholders.</p>
<h2>Forecasting and Capacity Analyst, Auto and General Insurance</h2>
<p><em>January 2017 – January 2018</em>
- Develop the outbound forecasting model for the Auto and General sales call center by analysing the relationship between customer decisions and workload drivers
- This includes the complete data pipeline for the model from identifying and sourcing data, building the reporting and analysing the data and associated drivers.
- Forecast inbound workload requirements for the Auto and General sales call center using time series analysis
- Learn and leverage the Aspect Workforce Management System to ensure efficiency of forecast generation
- Learn and leverage the capabilities of SAS Enterprise Guide to improve accuracy
- Liaise with people across the business to ensure meaningful, accurate analysis is provided to senior stakeholders
- Analyse monthly, weekly and intraday requirements and ensure forecast is accurately predicting workload for breaks, meetings and Leave</p>
<h2>Senior HR Performance Analyst, Queensland Department of Justice and Attorney General</h2>
<p><em>June 2016 - January 2017</em>
- Harmonise various systems to develop a unified workforce reporting and analysis framework with appropriate metrics
- Use VBA to automate regular reporting in Microsoft Access and Excel
- Participate in government process through the production of briefs including Questions on Notice and Estimates Briefs for departmental executives</p>
<h2>Workforce Business Analyst, Queensland Department of Justice and Attorney General</h2>
<p><em>July 2015 – June 2016</em>
- Develop and refine current workforce analysis techniques and databases
- Use VBA to automate regular reporting in Microsoft Access and Excel
- Act as liaison between shared service providers and executives and facilitate communication during the implementation of a payroll leave audit
- Gather reporting requirements from various business areas and produce ad-hoc and regular reports as required
- Participate in government process through the production of briefs including Questions on Notice and Estimates Briefs for departmental executives</p>
<h1>EDUCATION</h1>
<ul>
<li>2011 Bachelor of Business Management, University of Queensland</li>
<li>2008 Bachelor of Arts, University of Queensland</li>
</ul>
<h1>REFERENCES</h1>
<ul>
<li>Anthony Stiller Lead Developer, Data warehousing, Queensland Health
<em>0428 038 031</em></li>
<li>Jaime Brian Head of Cloud Ninjas, TechConnect
<em>0422 012 17</em></li>
</ul>
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