Summary
Ryan Toh is an Investment Analyst (Quant) based in Singapore with 11 years of cross-disciplinary experience blending macroeconomic research, technical trading, and hands-on project management. He builds and backtests quantitative strategies across FX, crypto, indices and equities while also developing DCF/LBO models and optimizing portfolio construction and risk for private and public investments. His background ranges from managing large-scale construction projects and IT systems to coordinating outreach and events for social startups, giving him uncommon operational rigor alongside financial acumen. Reliable and execution-focused, he prioritizes delivering measurable outcomes—whether shipping software, negotiating long-term contracts, or saying “it’s done” to stakeholders. Constantly curious about how systems work, he studies global affairs, sectoral supply chains and market cycles to time trades and uncover asymmetries.
11 years of coding experience
3 years of employment as a software developer
Data Science & Artificial Intelligence, Computer Science, Data Science & Artificial Intelligence, Computer Science at Singapore Polytechnic
Civil & Structural Engineering, Civil Engineering, Civil & Structural Engineering, Civil Engineering at Ngee Ann Polytechnic
Bachelor of Business Administration - BBA, Economics and Finance, Bachelor of Business Administration - BBA, Economics and Finance at RMIT University