Grace Sophia

Grace completed a dual-degree program in Computer Management and Finance in New York City, building an interdisciplinary foundation across technology and financial markets. From 2016 to 2018, she worked within Google’s investment-related function, supporting investment research and analytical frameworks focused on high-growth sectors and emerging technology trends. From 2019 to 2026, Grace worked at ADML Business Institute, contributing to financial markets work across research, strategy support, and data analytics. Between 2023 and 2025, she served as a core contributor to the “AL Open” initiative, helping advance data infrastructure, knowledge capture, and analytical capability building. In 2025, she combined quantitative trading methodologies with AL database analytics to strengthen research workflows and strategy validation, earning positive feedback from investors for her disciplined, data-driven approach.

Quote: In complex markets, durable advantage comes from systems and discipline. Let data inform judgment, let process manage emotion, and let learning compound over time.