As the Machine Learning Lead at CMC Markets, Babs Khalidson plays a pivotal role in shaping the future of financial trading through the innovative application of analytics and artificial intelligence. With a strong foundation in machine learning and data analytics, Babs spearheads the integration of...
As the Machine Learning Lead at CMC Markets, Babs Khalidson plays a pivotal role in shaping the future of financial trading through the innovative application of analytics and artificial intelligence. With a strong foundation in machine learning and data analytics, Babs spearheads the integration of sophisticated AI features into the trading platform, enhancing user experience and operational efficiency. His expertise in Bayesian probabilistic modeling has been instrumental in developing predictive algorithms for churn prediction, allowing CMC Markets to proactively engage customers and improve retention rates.
Babs has also led key projects focused on software anomaly detection, where he utilizes advanced machine learning techniques to identify and mitigate potential issues in real-time, ensuring the platform's reliability and security. His work in time series analysis and forecasting has provided critical insights into market trends, enabling the company to make informed strategic decisions and optimize trading strategies.
In addition to his technical skills, Babs excels in communication and collaboration, effectively bridging the gap between data science and business objectives. His entrepreneurial mindset drives continuous improvement and innovation within the team, fostering a culture of research and development that keeps CMC Markets at the forefront of the fintech industry. With proficiency in tools such as C++ and a strong command of presentation software like Microsoft PowerPoint, Babs is adept at conveying complex concepts to diverse stakeholders, ensuring that the value of machine learning initiatives is clearly understood and embraced across the organization.
