Experience
Career &
Progression
A career built at the intersection of advanced analytics, banking risk, and enterprise AI.
2022 – Present
Principal Data Scientist / AI & Risk Analytics Lead
[Current Organisation — Banking]
Leading design and delivery of advanced analytics, AI, and risk intelligence solutions for banking risk, fraud, credit, and financial crime.
- Network Link Analytics — CIMB Group Excellence Award 2025 (Safeguarding the Bank)
- CrediSense: GenAI credit policy assistant via Microsoft Copilot Studio and GPT-4o
- CrediNote: AI-assisted credit memo drafting with human review controls
- CrediSignal: automated adverse news monitoring and risk intelligence pipeline
- Fraud detection model development across origination and behavioural domains
- Generative BI natural language analytics interface design
- Structured AI and data science training for banking professionals
PythonGenAINetwork AnalyticsMachine LearningAzurePower BI
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[Previous Organisation]
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Data Science & AI Trainer / Consultant
[HRD Corp Accredited / Independent]
Designed and delivered structured training programs in data science, machine learning, and AI for banking and enterprise professionals.
- Curriculum design for AI and data science training programmes
- Topics: Python, ML, GenAI, Azure, Power BI, Statistics, Network Analytics
- Delivered to 200+ banking and enterprise professionals
PythonMachine LearningGenAIAzurePower BIStatistics
Looking for a senior AI leader?
Open to principal data science and AI strategy roles.