Li, G. (2026). Research on Machine Learning Implementation and Fintech Ecosystem Construction in the Upgrade of Digital Financial Services. Journal of Mathematical Finance and Risk Management, 1(2), 40-43. https://doi.org/10.54097/a75w3z41