Mona

If you’ve been here — manual model monitoring for quant trading systems that doesn’t detect issues early enough Or here — deafening noise from alerts that makes it difficult to actually identify root causes and resolve issues efficiently, this one's for you. In our upcoming webinar ?????????? ?????????????????????? ???????????????????? ?????? ?????????? ?????????????? ?????????????? you’ll hear: + How to get granular insights and systematically reduce noise to minimize false positives and alert fatigue. + Best practices for tailoring monitoring approaches to your specific needs, ensuring that critical issues are detected without overwhelming your team. + Real-world examples of how data science teams have successfully navigated this conundrum to improve model performance and operational efficiency. ??? Date: October 10th, 2024 ?? Time: 11am ET | 8am PT ?? Learn more and register: https://lnkd.in/eUNiD8Mh #QuantTrading #DataScience #ModelMonitoring #QuantModels #MLOps #Webinar #AlgorithmicTrading #AlgoTrading #Mona

If you’ve ever been responsible for monitoring models at a quant hedge fund, you know the routine. One minute, everything’s running smoothly. The next, you’re knee-deep in performance issues you didn’t see coming—or realizing too late that a small adjustment could have made a huge difference. Here’s the thing: most of these headaches boil down to one issue—lack of granularity. Automated trading systems are inherently complex, with pipelines, third-party data, and countless moving parts. Add layers like asset types, exchanges, geographies, and industries, and the potential for hidden issues skyrockets. ?????? ???????????????? ??????’?? ???????? ????????????—????'?? ?????????????? ????????. Granular monitoring done right uncovers the root of the problem without drowning you in noise. It’s the difference between always reacting and staying ahead of the game. We’ve seen how this approach transforms model monitoring for quant teams. If that’s something you’re looking to do, read more about it in our newest blog post, How Granularity in Model Monitoring Saves Quants from Costly Mistakes, by Mona's Chief Product Officer, Itai Bar-Sinai. #quants #quanthedgefunds #automatedtradingsystems #modelmonitoringsolutions

In the fast-paced world of quant trading, model performance isn’t just about what you see on the surface—it’s about catching issues before they impact returns. Standard monitoring practices focus on high-level metrics or system health, but in quant trading, these don’t tell the full story. Subtle data shifts, anomalies in smaller segments, or unexpected third-party data changes can quietly erode model accuracy and, ultimately, profitability. That’s why we advocate for a more proactive, specialized approach to monitoring quant models. Instead of reacting to issues after they hit your bottom line, specialized monitoring empowers teams to detect and address changes in real-time across key areas, whether it’s geography, data source, or market conditions. Check out our latest blog post to dive into why specialized monitoring matters in automated trading systems. After all, when you're handling complex, high-stakes models, there’s no room for blind spots. #QuantTrading #DataScience #ModelMonitoring #MLOps #QuantFinance

Join us today for ?????????? ?????????????????????? ???????????????????? ?????? ?????????? ?????????????? ?????????????? as we dive into best practices for implementing deep monitoring practices that provide early detection and resolution of issues - without noise. Our Co-Founder & CEO, Yotam Oren, and Chief Product Officer, Itai Bar-Sinai, are diving into practical steps to transform your model monitoring practices with real-word examples from the field. Register to join us live, or catch the session on demand. See you out there! #modelperformance #modelmonitoring #quanttradingsystems #quantresearch

Looking forward to discussing the challenges and solutions around model and data monitoring in quant/algo-trading systems on 10/10/2024!

???? ?????????? ??????????????, ?????????? ?????????????????????? ????????????. What if you could catch issues with your trading models before they impact your bottom line? Discover how model performance monitoring tools are changing the game for quant hedge funds, ensuring consistent performance in even the most volatile markets. ?? https://lnkd.in/efD_yEWv #QuantHedgeFunds #QuantitativeTrading #MLOps #TradingSystems #FinancialMarkets #AlgoTrading #TradingTechnology