Discrete Data Science

Machine learning · Credit · Analytics

Melbourne, Australia

Analytical and predictive systems. Pricing and decisioning engines. AI tooling and automation. For organisations that make decisions with data.

Delivered projects

Monte-Carlo credit stress testingrisk

Account-level simulation engines for regulatory capital and ICAAP.

Pricing & decisioning rules enginespricing

Real-time pricing surfaces and champion/challenger decision strategies.

Regulatory data automationcompliance

End-to-end compliance pipelines, including multi-bureau credit reporting (ACRDS).

ML model development & governancegovernance

Model build, validation, monitoring, and enterprise model-risk governance.

Anomaly & malware detectiondetection

Machine-learning signals for fraud and compromised-session detection.

Process modernisationengineering

Re-engineering legacy SAS and manual processes into modern Python / R + cloud pipelines.