Ahmed is an experienced data scientist with a demonstrated history of working in the computer software industry. With a strong background in finance, Ahmed has held varied roles from Scientific Researcher, to Doctoral Researcher, to Data Scientist. Ahmed is now Principal Data Scientist, Sage AI at Sage, developing and deploying ML solutions in areas such as Generative AI, anomaly detection, finance-specific LLMs, and time series prediction. Ahmed is also recognized for his contributions to innovation with patents in the domain of finance and machine learning.