Chris Mahoney
PROFESSIONAL EXPERIENCE
Data Scientist: Contract Logistics Specialist
Lead Data Scientist: For all Warehousing Analytics projects and innovations across Australia & New Zealand.
Agile Champion: Leading 6 different projects in both Scrum & Kanban style, with both domestic and international teams.
Lead Developer: For PowerBI dashboards, Azure big-data pipelines, and applied machine-learning algorithms.
Researcher: For advanced mathematical models (machine learning & operations research), and productionisation of advanced analytical concepts.
Educator: Enthusiastic knowledge sharing of processes, concepts, & successes, through regular tech-talks, blogs, newsletters & 1-on-1 mentoring.
Achieved Success: Implementing large-scale, robust, secure data lake which utilises big-data, clustered-computing, and real-time analytics.
Academic & Support Lecturer
Casual Academic: Lecturer for Deep Learning
Casual Academic: Masters of Data Science and Innovation
Board Member (Student Rep): School of Transdisciplinary Education
Support Lecturer: Machine Learning Algorithms and Applications
Teachers Assistant: Data Algorithms and Meaning
Senior IT BA: Technical Lead & AU Innovation Champion
Lead Business Analyst: IT Solutions Development and Implementation for Contract Logistics.
Demand Management: Prioritisation and Delegation of Software Development tasks.
Innovation Management: Business Advocate for new products/services/processes for Innovation & Digitisation in Australia.
Change Management: Key Coordinator between Business Operations and IT Development teams for Application Enhancements.
Analytical Solutions Leader: Business Architect for Machine Learning, Data Modelling, Predictive Analytics, Artificial Intelligence, and Big Data Solutions.
Team Leader: NextGen IT Team for System Development and Customer Migration.
Iteration Manager: Daily Agile Meetings and Kanban-style IT Project management.
IT Business Analyst: NextGen System and Business Innovation
Lead Developer: Live and interactive BI Dashboards using SSRS and PowerBI.
Lead Analyst: IT Solutions Development and Implementation.
Systems Analyst: Providing intimate systems support for key customer during large-scale product launch.
IT Specialist: IT Security Auditing and migration to Secure-Shell connections.
Implementations Specialist: Customer migrations from Legacy to NextGen Warehouse Management System.
Subject Matter Expert: Data visualisation, real-time operational reporting, and user-friendly dashboard design.
Business Systems Analyst
Lead Analyst: Customer forecasting and operational performance.
Developer: Depot-level and customer-specific forecasting models.
Forecaster: t-SQL-based data model to forecast received volume per customer, per freight-profile, per day; achieving an accuracy of within 2.5%.
Data Visualiser: Dynamic analytics dashboards and interactive reports.
Previous Roles
National Service Quality Analyst (11/2017 - 05/2018) (TNT/FedEx)
Business Analyst - Operations Support (08/2015 - 05/2016) (Toll IPEC)
NSW Operations Manager (05/2015 - 06/2018) (Toll Specialised Solutions)
NSW Risk Coordinator (06/2014 - 07/2015) (Toll IPEC)
Internal Sales Consultant (05/2013 - 06/2014) (Toll IPEC)
PM Shift Operations Supervisor (11/2011 - 05/2013) (Toll Express)
About Me
I am an astute and engaged individual. Whilst working full-time, I have completed a double degree part-time, and a Master’s degree. I continue to Volunteer with Rotary International; focusing on leadership development programs. I can maintain high levels of success in all areas of my professional life. As proven by my achievements: Dean's Medal, Golden Key, Citizens Scholar, Academic Engagement Award.
I am keenly interested in Data Science, Innovation, Continuous Improvement, Lean Six Sigma, Big Data Analytics. I am competent in multiple programming languages (Python, R, SQL, M), and am experienced in many analytical platforms (SSRS, PowerBI, MiniTab, RStudio, Azure, Jupyter). Moreover, I have a very pragmatic approach to work, always asking questions like "How can this improve business outcomes?". I strike a perfect balance between business acumen and technical expertise.
APPLIED LEADERSHIP
Rotary Youth Leadership Awards (RYLA)Facilitator: Summer 2016 to Current Participant: Summer 2015
Rotary Youth Program of EnrichmentFacilitator: Summer 2015 to 2019 Mentor: Winter 2015 to Current
International Leadership Programme (ILP)Participant: Winter 2017
Model United Nations Assembly (MUNA)Adjudicator & Coach: 2016 to Current
Rotary InternationalRotarian: March 2015 to Current
REFERENCES
Dr Marius BrandHead of Innovation & Digitisation at DB Schenker
Dr Kailash AwatiSenior Lecturer, Data Science & Innovation at UTS
Dr John KeoghBarrister at Law, and Fellow Rotarian
Claudio NietoCIO for Australia & New Zealand at DB Schenker
Dr Marion CornishSenior Lecturer for Strategic Management at WSU
Academic Education
Master Data Science & Innovation
GPA
6.9 / 7.0
Bachelor of Applied Leadership and Critical Thinking
GPA
6.0 / 7.0
Bachelor of Business and Commerce - Advanced Business Leadership (Management)
GPA
6.24 / 7.0
Diploma of Management
GPA
7.0 / 7.0
Cert IV in Training and Assessment
GPA
7.0 / 7.0
Publications
How to Use GitHub Webhooks, Docker, and Python for Automatic End-to-End Deployments
Better ProgrammingThe Power of Code Snippets
CodeXMental Models and Social Situations
Better HumansReinforcement Learning
Towards Data ScienceVanilla Neural Networks in R
Towards Data ScienceExploring Undernourishment
Start It UpAddressing The John Smith Problem
Towards Data ScienceReinforcement Learning in the Warehousing Industry
Artificial Intelligence in Plain EnglishThe Contemporary Logistics Industry
MediumWestern Introduces Academy Excellence Awards
Western Sydney UniversitySkills
Analytical Platforms
ExcelPowerBISSRSMiniTabDataBricksRStudioJupyter
Languages / Environments
SQLPythonRMSSRSPowerBIAzureGitHubAWS
Data Science / Machine Learning
AzureMLcaretSk-LearntidyverseTensorFlowPythonRPyTorch
SKILLS
Leadership
Artificial Intelligence & Machine Learning
Data Analysis
Change Management
Logistics
International Experience
International Leadership ProgrammeWYSE International
07/2017 - 08/2017
Florence, Italy
International RYLA ConferenceRotary International
09/2015 - 10/2015
Chicago, USA
University Scholars Leadership SymposiumHumanitarian Affairs
07/2014 - 08/2014
Phnom, Cambodia
Human Resources InternshipHabitat for Humanity
12/2013 - 02/2014
Saigon, Vietnam
NextGen WMS Functional TrainingDB Schenker APAC
11/2018 - 11/2018
Changi, Singapore
NextGen WMS Technical TrainingDB Schenker APAC
06/2019 - 06/2019
Bangkok, Thailand
KEY ACCOMPLISHMENTS
Onboarding of Critical Business Applications to Azure Big-Data Ecosystem
10/2021 - 12/2022
DB Schenker, Australia
The solution is built in Azure ecosystem, with Data Factory, DataBricks, Azure-ML, Synapse, Spark and scalable Blob-storage.
I designed, architected, planned, managed, implemented, and deilvered the entire project end-to-end.
Some Technical & Business support provided from consultants and developers within DB Schenker.
Development of Warehouse Digital Twin
06/2021 - 06/2022
DB Schenker, Yennora
With inspiration from other industries which utilise Digital Twin Technologies, built and deployed a Warehouse Digital Twin tool.
Develop pure-Python application, with complete documentation and seamless API integration.
Utilise graph-based machine learning algorithms to deliver distance-based optimisation and real-time re-slotting capabilities.
Workforce Capacity Planning
07/2020 - Ongoing
DB Schenker, Hoxton Park
Utilise historic data to formulate time-series forecasting models to predict future volume quantity.
Implement real-time data set and high-quality dashboard.
Impart data-driven analytical advice for the Operations team to improve their daily performance results.
Exploring Undernourishment
03/2020 - 06/2020
UTS, Sydney
Explore the open-source Global data from the Food and Agrigultural Organisation of the United Nations.
Implement tree-based predictive model for predicting the Prevalence of Undernourishment.
Wrote an open-source App and published an 8-part Blog piece.
Reduction of Outstanding POD's
2018 - 03/2018
TNT, Erskine Park
Reduction of Outstanding Proof of Delivery (POD) consignments from 1.4% (aprox. 800 cons. per week) to a stable 0.3% (aprox. 150 cons. per week).
Project manager for a cross-functional team of 10 people, utilising Lean Six Sigma technologies and methodologies.
Achieved a sustainable result whilst managing competing priorities and various operational challenges (eg. politics, resources, and procedure documentation).
TGX Sales Operations Planning Rollout
11/2016 - 11/2017
Toll Global Express
Establish in-depot forecasting, using historic data and customer intelligence.
Facilitate Operations flexibility to gear up or down the labour requirements.
Deliver flexible database back-end, and interactive dashboard tools.
IPEC KPI Development
2017 - 10/2017
Toll IPEC, Operations
Developed a suite of 88 Key Performance Indicators (KPI’s) for use by IPEC Operations teams, Managers, Frontline Supervisors, & C-Suite Executives.
Directly responsible for the development, documentation and implementation of dashboards to the KPI's to key stakeholders.
Bungarribee Operational Turnaround
08/2016 - 12/2016
Toll IPEC, Bungarribee
As part of the Bungarribee Operations team, directly contributed to a reduction in Operational costs of $3.2Mil.
Focusing on three primary areas: 1. Conversion of labour from casual to permanent; 2. 80% reduction in Overtime 2.0; and 3. Purchasing of fleet vehicles to replace rentals.
The end result yielded upwards of $7.2Mil in annualised savings ($4Mil above original estimates), due to a further reduction in Overtime 1.5.
Accolades
Western Sydney University Citizens Scholar Award (2018)
Deans Medal (2016)Graduating in the top 2% of my cohort.
Deans Merit List (2013, 2014, 2015, and 2017)Finishing in the top 15% per academic year.
Academic Engagement AwardAt the Western Sydney University Academy Excellence Awards in 2017
Golden Key International Honor Society (2012, 2017)For outstanding academic performance.
Lean Six Sigma
Green Belt: 2017
Yellow Belt: 2016
Paul Harris FellowAwarded: 2018
1st Sapphire: 2020
Duke of Edinburgh's AwardGold (2009), Silver (2007), Bronze (2006)
Find me online
Websitewww.chrismahoney.com.au
Mediumwww.medium.com/@chrimaho
LinkedInwww.linkedin.com/in/chrimaho
GitHubwww.github.com/chrimaho
Stack Overflowwww.stackoverflow.com/users/12036005
WhatsApphttps://wa.me/0438617516
Emailchrismahoney@hotmail.com
Quotes
"Think deeply, be bold, and help others."
Speaking at the Grace Hopper Conference and on Data Framed Podcast
– Debbie Berebichez