This document details the necessary orientation for new joiners or members of the Data/Risk/Fraud team. Also, this document is relevant for those who wants to quickly orientate around the current deployments within the data, risk and fraud spaces.

Must Read Documents:

Read everything including the child pages of the following documents. These are the most relevant ones for both technical and business users

Name

Doc Link

Description

Advance AI

Advance AI

Our service provider, where we are utilising their AI and anti-fraud services for onboarding

Slacker

Slacker technical documentation

Our fraud and risk decisioning engine, connecting our GCP setup to other aspects of the bank

Cloud Functions

Cloud Functions

To understand how we are utilising the GCP services and stack for our data, risk and fraud analytics, etc.

Vertex AI FeatureStore

FeatureStore - Vertex AI

To understand how we are utilising the GCP services and stack for our data, risk and fraud analytics, etc.

Architecture

GCP Data Architecture

Good to Know Documents:

The information here may be more relevant to some users depending on the business domain and role function.

Name

Doc Link

Description

Change Management Guidelines

Change Management Guidelines

Customer Onboarding

Onboarding - Architecture

Kafka data architecture

Data architecture

Everything to know about the data that goes through Kafka, and how Kafka is used

Git Management and CI/CD

Git Management & CI/CD

Authentication and Authorisation for Step Up

Authenticate and authorize with step up requirement