Really Interesting and detailed article, thank you Asher M. Benjamin
There is a fascinating change to the financial services and capital markets underway with the rapidly changing information and real time event landscape, which I see augmenting the mathematical modelling.
Now some of this is structured data , but a lot of unstructured data, which has given rise to a lot of work in the AI Platforms, LLM ‘s with RAG and Graph technology.
In particular, for those in the Quant space, how do you see the following areas digitally feeding into the analysis in general and what are your predictions of how they will be used going forward to more accurately model price fluctuations , forward analysis and trading strategies in combination with traditional modelling?
Information from areas such as :-
Market shifts - An unexpected rate hike by the Fed for example.
Company News – Events like an adverse court ruling, departing CEO , missing earnings , staff layoffs etc.
Sentiment Analysis - We see a lot more social media and online content that drives the sentiment and pricing now in real time.
Risks - Upcoming data and KPI's , employment numbers, inflation, regional risks, political changes etc.
I see this as the looming intersection of graph technology, focused LLM's with RAG and domain orientated mathematical modeling driving connected features and Graph enhanced AI.
How does a quant uncover hidden opportunities within stock price data?
In this technical community blog, Asher M. Benjamin, senior developer/quant at BlackMeridian Capital LLC, investigates several possible solutions, concluding that KDB.AI can transform the comprehension of market dynamics and present new avenues for informed trading strategies.
Read the full article here: https://bit.ly/3JlNqHl
#Quant #FinancialServices #DataAnalytics #DataManagement #GenAI #VectorDatabases #WallStreet #StockMarket
Chief People Officer @ Mozn | AI & Future of Work | Ex Apple, Uber, Morgan Stanley
1moIts a really hands-on, growth program - great to see Louisa in the Fintech elite!