Cost-Sensitivity Analysis Expert
- LocationBrisbane, Australia
Data Explorer, Lover of Code, Learning Adict
I am a Data Scientist @ CreditClear.com (Contract)
My endless love for everything software and data led me to Data Science in 2014. My skills have since crossed the Aussie-state line three times: working for NSW Health, a multi-million dollar FinTech in Melbourne, and completing my data science PhD in Brisbane.
I'm constantly looking for new technologies to learn, datasets to explore, and avenues for applying machine learning. I have a soft spot for notebook based EDA and knowledge-visualisation.
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Insight Analysis Reporting
Focus on state-of-the-art knowledge discovery using genetic clustering and decision forests.
Design of data-driven subsystems
To enhance currently existing software using machine learning.
Machine Learning Engineering
Using Python with SKLearn, R with Caret, Java with Weka and more.
Design and Document Big Data Strategies
Documented analysis of where a business can benefit most from their data.
Clients of Previous Projects
International Conference Talks3
KMs Cycled in 2018394.1
Years of Tertiary Study8
4.5 Years in the Data Science Space
PhD in Data ScienceCharles Sturt University
Thesis: "Data Science for Class Imbalanced and Cost-Sensitive Data", Submission in June
Bachelor of Computer Science (Honours)Charles Sturt University
GPA: 7.0/7.0, Thesis: "The Application of Cost-Sensitive Data Mining to Software Defect Prediction"
Bachelor of Computer ScienceCharles Sturt University
GPA: 5.4/7.0, Included linear algebra, AI, database systems, discrete maths and more.
March 2017 - Current
Data Scientist (Contract)Credit Clear
The data-driven features I designed here are championed publicly to sell this multi-million dollar FinTech product.
July 2015 - April 2017
Research Officer (Data Science)Charles Sturt University
Several consulting-style projects for external clients. My ML code is deployed and regularly used by the NSW government.
March 2016 - March 2017
Python Assignment/Exam MarkerCharles Sturt University
Our team provided award winning constructive feedback to over 100 students.
Exploratory Data Analysis
Statistical Hypothesis Testing
Python, Pandas, SciKitLearn
R, Dplyr, Caret
Spark with Scala
My Best Works
Get in Touch
Get in Touch
Talk data to me.