Title: A Resume 
Date: 2024-02-23 20:00
Modified: 2024-03-13 20:00
Category: Resume
Tags: Cover Letter, Resume
Slug: resume
Authors: Andrew Ridgway
Summary: A Summary of My work Experience

# OVERVIEW
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.

# SKILLS & ABILITIES
- Python (scripting, compiling, notebooks – Sagemaker, Jupyter)
- git
- SAS (Base, EG, VA)
- Various Google Cloud Tools (Data Fusion, Compute Engine, Cloud Functions)
- Various Amazon Tools (EC2, RDS, Kinesis, Glue, Redshift, Lambda, ECS, ECR, EKS)
- Streaming Technologies (Kafka, Hive, Spark Streaming)
- Various DB platforms both on Prem and Serverless (MariaDB/MySql,
- Postgres/Redshift, SQL Server, RDS/Aurora variants)
- Various Microsoft Products (PowerBI, TSQL, Excel, VBA)
- Linux Server Administration (cron, bash, systemD)
- ETL/ELT Development
- Basic Data Modelling (Kimball, SCD Type 2)
- IAC (Cloud Formation, Terraform)
- Datahub Deployment
- Dagster Orchestration Deployments
- DBT Modelling and Design Deployments
- Containerised and Cloud Driven Data Architecture

# EXPERIENCE
## Cloud Data Architect
### _Redeye Apps_
#### _May 2022 - Present_
- 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)

## Data Engineer, 
### _TechConnect IT Solutions_
#### _August 2021 – May 2022_
- 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)

## Enterprise Data Warehouse Developer
### _Auto and General Insurance_
#### _August 2019 - August 2021_
- 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

## Business Analyst 
### _Auto and General Insurance_
#### _January 2018 - August 2019_
- 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.

## Forecasting and Capacity Analyst
### _Auto and General Insurance_
#### _January 2017 – January 2018_
- 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

## Senior HR Performance Analyst
### _Queensland Department of Justice and Attorney General_
#### _June 2016 - January 2017_
- 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

## Workforce Business Analyst
### _Queensland Department of Justice and Attorney General_
#### _July 2015 – June 2016_
- 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

# EDUCATION
- 2011 Bachelor of Business Management, University of Queensland
- 2008 Bachelor of Arts, University of Queensland

# REFERENCES
- Anthony Stiller Lead Developer, Data warehousing, Queensland Health

_0428 038 031_

- Jaime Brian Head of Cloud Ninjas, TechConnect

_0422 012 17_