1. Research
  2. About us
  3. Analysts
  4. Analysts by first name

Ganchi Zhang

5 Documents
June 22, 2023
Artificial intelligence (AI) is rapidly changing the way investments are made, including thematic investing. In a new report by the quantitative research team, they provide a comprehensive framework for using AI in active thematic investing. AI can not only identify the ever-changing market drivers but also help make informed investment decisions with diverse exposure. [more]
June 15, 2023
Can Artificial Intelligence (AI) help you beat the market? In a new video, Ganchi Zhang highlights our report exploring how you can use AI as a tool to identify new market drivers and turn them into tradable baskets of securities. Our report also discusses how quantitative methods automate the steps involved in constructing a thematic index, including theme identification, relevance scoring, and portfolio construction with an example of venture capital replication. In the report he shows how generative AI can be used to provide contextual information for the selections. Clients of dbResearch can access the full report on research.db.com [more]
February 8, 2023
Protecting your portfolio with confidence: Our Quant team just released a report on using vanilla put options to hedge against tail risk. From measurement to portfolio construction, we cover all the key aspects of successful portfolio protection. See this new video with Ganchi Zhang. Learn more by reaching out to your db sales representative. [more]
September 22, 2022
Do you have Private Equity in your portfolio and worry about illiquidity and valuation markdowns?

In this new video, Ganchi Zhang from our Quantitative Investment Solutions Research team summaries how our PE replication framework harnesses a better liquidity and risk profile. [more]