Seek .(US:SKLTY) Sou Hu Cai Jing·2025-10-11 06:23Core Insights - The company, Shanghai NianKong Private Fund Management Partnership, established in March 2015, focuses on quantitative investment based on data science research, managing a total scale of 18 billion [2][4] - The firm aims to provide high-quality absolute return products through scientific data analysis methods, with a significant shift to machine learning strategies since May 2018 [2][5] - By September 2025, deep learning-based machine learning algorithms will fully replace traditional statistical arbitrage strategies across all stock strategy products [2][31] Company Development Timeline - 2017: Establishment of Hangzhou NianJue and formation of AI research team [4] - 2019: Launch of stock products and significant upgrade in computing power [4] - 2023: Introduction of options strategies, iterating stock and derivative strategies [4] - 2025: First Chinese quantitative institution to enter the international top conference NIPS [4] Investment Philosophy - The company adheres to a framework-based and systematic quantitative investment philosophy, emphasizing the handling of quantitative details to ensure efficient operation of the investment research system [5][31] - Continuous strategy development and iteration are pursued to maintain high-quality absolute returns for investors [5][31] AI and Technology Integration - The company has a mature strategy research and development platform, with standardized data cleaning and strategy backtesting processes to enhance factor discovery efficiency [2][31] - The AI team was established in 2017, and by 2019, 90% of the real-time models were transformed into neural network algorithms, achieving a scale of 10 billion by 2021 [32] - The company is currently focusing on foundational theoretical research for large models, with plans to optimize training algorithms and explore applications in financial data [32] Awards and Recognition - The company has received multiple awards, including the "Golden Yangtze Award" from Securities Times for four consecutive years (2017-2020, 2024) and the "Golden Bull Award" from China Securities Journal for three years [32] - It has also been recognized as one of the top 50 private funds in China by China Fund News for three consecutive years (2018-2020) [32]