Experience

feb 2024 - Present AI Data Analyst at Rapid Loans

– Optimised financial integrity by pinpointing and rectifying
inconsistencies in loan calculators, enhancing contractual
compliance and interest revenue.
– Engineered a robust commercial DCF investment model in
Excel, facilitating strategic investment decisions across
AI scorecards, and manual processes.
• Conducted thorough credit assessments by scrutinising
applications, bank statements, credit reports, and personal
property securities registries.
– Executed informed credit decisions and meticulously drafted
loan contracts.
– Fostered collaborative relationships with brokers and sales
teams to streamline credit processes.

July 2020 - Dec 2023 Lead Statistician & Economist at Griffith University

– Crafted sophisticated Discounted Cash Flow (DCF) models for
evaluating pharmaceutical reimbursements across multiple
markets, optimising investment strategies in health
technology.
– Led a pivotal Phase 3, multi-center, randomized,
placebocontrolled clinical trial targeting bronchiectasis
prevention in infants with cystic fibrosis, leveraging chi-
squared and mixedeffects regression analyses.
– Designed strategic decision analytic frameworks for the
Health Ministry to efficiently allocate hospital beds for
non-critical conditions, enhancing healthcare delivery.
– Employed advanced mixed-effects regression models and
accelerated longitudinal designs to forecast risk factors
and pulmonary function trajectories in pediatric cystic
fibrosis patients.
– Innovated validation and redevelopment of Generalized
Linear Models (GLM), merging extensive datasets lacking
unique identifiers to pinpoint and mitigate preventable
emergency hospital admissions.
– Developed random effects meta-regression models to assess
cutting-edge skin cancer therapies and performed in-depth
survival analyses on autologous stem cell transplantation
outcomes.
– Executed rigorous data analyses to minimise respiratory
incidents among healthcare workers during the COVID-19
crisis and spearheaded clinical trials for probiotics in
the management of allergic rhinitis.