-\cventry{Jul 2016 to Sep 2017}{Manager Business Analytics}{Fair Go Finance}{Perth}{Australia}{Manage
- the business analytics team; develop plans and set high level priorities within the business
- that can be actioned by the management team.
- \begin{itemize}
- \item Transitioned from vendor-delivered credit risk model to proprietary machine learning big data model;
- \begin{itemize}
- \item Introduced automated credit risk model reducing assessment time by 50\%;
- \item Coordinated development of updated model with automated learning implemented in Python - realising 1.3M in yearly benefits.
- \item Monitored performance through implementation of vintage delinquency reports, static pool writeoff and roll rate analysis.
- \end{itemize}
- \item Managed bad debt level on loan book down significantly, lowering borrowing costs 25\%;
- \begin{itemize}
- \item Introduced automatic delinquent accounts management in revised collections strategy;
- \item Increased profitability by outsourcing handling of non-performing loans.
- \end{itemize}
- \item Automated reporting suite for real-time business intelligence, saving 1 FTE while increasing outputs;
- \begin{itemize}%
- \item Developed website traffic, sales, time-to-book, revenue collection and predictive model monitoring reports in R;
- \item Automated reports on Azure Linux with MS SQL Server db and Google Analytics.
- \end{itemize}
- \item Transitioned company to become part of global listed group.
- \begin{itemize}
- \item Switched loan loss provisioning to IFRS9-based credit impairment model;
- \item Merged business analysis function, saving 1.5 FTE;
- \item Merged loan book database for profit and loss reporting.
- \end{itemize}
- \item Provided direction to 4 managers.
- \end{itemize}}
-
-\cventry{Jun 2015 to Jun 2016}{Manager Portfolio Delivery}{Fair Go
- Finance}{Perth}{Australia}{Drive the delivery of strategic and
- transformational change by providing leadership and
- direction; manage the Business Analytics team for this alternative
- lender, tasked with providing business analysis support to the core
- business as well as ICT business analysis leadership for the
- in-house development team.
-\begin{itemize}
-\item Replaced the company's main backoffice loan management system
- with a new customized implementation, including vendor management,
- project management of in-house development and business analysis;
-\item Introduced standard project and requirements management
- practices to the organisation, increasing project success rate from 30\% to 70\% and
- decreasing time-to-market of strategic change initiatives;
- \item Documented core business processes and business rules, enabling
- elimination of several non-value adding steps and rules, saving 3 FTE;
- \item Transitioned the organisation from traditional expert-based
- underwriting to score-based assessment using advanced statistical
- analysis and cloud-based machine learning, enabling it to scale
- tenfold in 1 year.
-\end{itemize}}
-