I help enterprises unlock business value from AI by building production systems that actually work—consistently, securely, and at scale.

About

I help enterprises unlock business value from AI by building production systems that actually work—consistently, securely, and at scale. My focus is translating complex technical capabilities into solutions that reduce costs, accelerate operations, and create competitive advantages, whether through intelligent automation, predictive analytics, or generative AI applications that augment human expertise in high-stakes domains.

  • 6 years' experience
  • Joined November 2025

Languages

  • EnglishFluent
  • ChineseIntermediate

Industry experience

  • Financial Services
  • Healthcare
  • Software & Internet

Work experience· 4 roles

Senior AI Engineer · CapgeminiJan 2023 – Present · 3 yrs 11 mos

Leading end-to-end delivery of enterprise AI solutions across financial services, manufacturing, healthcare, and legal sectors throughout APAC. I architect production ML systems solving complex business problems, from generative AI document intelligence platforms processing 50K+ legal documents monthly to MLOps infrastructure enabling $5M+ in new project opportunities. My work spans the full AI lifecycle: collaborating with C-suite stakeholders to identify high-impact use cases, designing scalable architectures balancing innovation with pragmatic risk management, and driving adoption through technical enablement and change management. Currently specializing in generative AI applications while mentoring engineers on LLM development and contributing to Capgemini's broader AI practice through technical whitepapers and knowledge sharing

AI Engineer · CapgeminiNov 2022 – Present · 4 yrs 1 mo
Software Engineer · Accenture PhilippinesJul 2020 – Dec 2021 · 1 yr 6 mos

Advanced to full ownership of ML feature development and production deployments for banking and e-commerce clients. Led technical implementation of recommendation systems increasing conversion rates 18% and predictive analytics reducing customer churn 22%. Collaborated cross-functionally with product managers, data engineers, and business analysts to scope projects, design solutions, and deliver end-to-end from data pipelines through model deployment and monitoring. Began taking on client-facing responsibilities including technical presentations to stakeholders and conducting requirement-gathering workshops. This role solidified my transition from traditional software development to specialized ML engineering, establishing foundations in production ML best practices, model evaluation methodologies, and translating business metrics into technical objectives.

Junior Software Engineer · Accenture PhilippinesJan 2019 – Jun 2020 · 1 yr 6 mos

Education

Bachelor of Science · University of Melbourne2014 – 2018

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