In 2015, when I was at the headquarters of Tonghuashun, the automated trading robot our team developed achieved a 278% return in the A-shares market. Many people are certainly aware of how poor the market was in the second half of 2015!
In 2025, we will re-establish such a department for the cryptocurrency investment field. First, we will test it out by running cryptocurrency quantitative models on 500 Mac minis! The goal is to achieve multi-factor, multi-modal, all-weather, fully automated trading with medium to low-frequency strategies! Do you think it can be realized?
Speaking of high-frequency strategies, do you have any good suggestions on whether to rent a cluster or build one ourselves?
Recently, I communicated with the Huanfang team in Ningbo and found that there are actually several former colleagues from Tonghuashun in Hangzhou. The model strategies, especially the event-driven factors, were developed by them! Here’s a brief overview of their journey:
Huanfang's quantitative scale changes:
2015: 500 million — 2016: 600 million — 2017: 3 billion —
2018: 6 billion — 2019: 20 billion — 2024: 100 billion
IT investment:
2020: "Firefly No. 1" had a total investment of nearly 200 million yuan, equipped with 1,100 GPUs, providing computational support for Huanfang's AI research.
2021: The investment in "Firefly No. 2" increased to 1 billion yuan, equipped with about 10,000 NVIDIA A100 graphics cards.
In 2023: They began exploring AGI (Artificial General Intelligence).
Current team size:
180 people, including over 70 in the strategy development team and over 20 in the AI LAB.
In 10 years, reaching 100 billion, the Zhejiang University team has truly produced a wealth of talent in recent years! If you are talented in this area, you are welcome to join us in creating the Huanfang cryptocurrency version! I have already gathered four experts from my former colleagues at the Tonghuashun headquarters in Hangzhou!
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