Well, this was, this was my, 2nd time attending the commodities trading week back in Singapore and it did live up to the expectations. I got to interact with so many, panelists, coming from diverse groups, you know, got to know more about how, trading houses are now trying to adopt trading, you know, to have a better hand at, managing their risk and also trying the speculative trading domain, you know. panels, about panel discussions about great finance, managing the risk in a better and efficient manner, using automation, tools like GPT, you know, to, to, automate a lot of stuff, in counterparty risk management, in credit risk management, and, in document management, basically. yeah, so, so a lot of information in the event. was shared by different panelists, and it was a great networking opportunity as well. I got to interact with so many, senior, and mid-off, colleagues, and friends, you know, who, who shared a lot about, what their company is doing, to manage risk in the commodities, trading, uh. And yeah, overall, it was a nice event, covering all aspects of commodities trading, especially focusing on the CTRM, software solutions, that are there in the market. got to know about the latest technology that's being used, in the markets. And yeah, really, really like the event and looking forward to, the next year's event.