Curriculum Vitae
Jirayus Jiarpakdee
Senior Data Scientist · Data and AI · SCB
Profile
Senior data scientist with a PhD from Monash University and hands-on experience delivering explainable AI, traditional machine learning, and applied AI in enterprise banking and healthcare analytics. Brings a strong research foundation together with practical delivery across customer, operational, and text-driven initiatives in regulated environments.
Experience
Senior Data Scientist
SCB · Data and AI
2025 - Present
- Lead data science delivery for business and operational initiatives within SCB.
- Apply explainable AI, traditional ML, and modern AI methods across marketing, NLP, chatbot, and juristic-related banking use cases.
- Support production readiness, model communication, and stakeholder alignment for practical enterprise adoption.
Data Scientist
SCB · Data and AI
2021 - 2025
- Joined SCB in 2021 and developed machine learning and analytics workflows for enterprise banking applications.
- Built interpretable modelling approaches and decision-support solutions for cross-functional teams.
- Partnered with business and technical stakeholders to move analytical work into dependable delivery.
Data Scientist - External Engagement Project
Department of Health, Australian Government · MRFF-funded project
2020 - 2021
- Built multivariable statistical and machine learning models to predict patient and paramedic wait times across 12 emergency departments.
- Used administrative triage data to develop and validate emergency medicine prediction models with practical deployment relevance.
- Contributed to one of the largest studies of its kind in this area, with deployment adopted in participating emergency departments.
Mentor - JITBOT
Monash University · Faculty of IT
2019
- Mentored research and development work on JITBOT, combining explainable AI, GitHub mining, and software quality assurance.
- Supported empirical study design and technical delivery using Python and R.