AI Driven.
Energy Focused.
Banking Rooted.
Product & business transformation professional with 15 years in private banking, wealth & markets operations, bridging institutional finance to the future of energy through AI applications and the NUS MSc in Energy Systems.
The Transition Journey
Banking Ops
Managing regulated operations, trustee databases, reporting & risk controls.
Investment
FX advisory support, equity/alt research & Palantir AI thesis co-managing portfolio.
AI & Automation
NTU SCTP Software Eng & AI certs, Python tools at UBS, VBA & trade blotters.
Entrepreneurship
NTU MSc Technopreneurship, hackathon finalist (HDB Cool Ideas, BNP Paribas).
Energy Systems
NTU BEng Materials & NUS MSc Energy Systems, driving AI in energy transition.
Synthesis of Systems.
True innovation lives at the intersection. My skillset combines financial rigor with cutting-edge technical execution.
AI Development
Custom transformer models and reinforcement learning agents designed for time-series forecasting in volatile markets.
Financial Strategy
Institutional-grade financial modeling, portfolio optimization, and structured finance for complex infrastructure projects.
Energy Systems & Grid AI
Applying 15 years of regulated operations, data, and risk expertise to regional energy transition & smart grid applications.
Ready to see the Future?
Explore my full portfolio of AI implementations and financial-energy synthesis whitepapers.