Igor Goldenberg is Insureware's Chief Software Engineer and leads the continuing development of ICRFS™. He has played a central role in the product since its first Windows release in 1995, working across software architecture, product design, statistical and numerical implementation, validation and integration. He pioneered major areas including PTF, MPTF and ELRF, and made significant contributions to PALD and the Reinsurance module.

His expertise spans software engineering, mathematical statistics, actuarial analytics, neural networks, machine learning and artificial intelligence. Igor completed his PhD in Machine Learning and Artificial Intelligence at Monash University in 2025, with research focusing on data streams, concept drift, distribution shift and high-dimensional data.

Igor also uses AI-assisted development tools, including coding agents and large language models, for code analysis, testing, documentation and knowledge management. He applies these tools within established engineering processes, with an emphasis on verification, maintainability and analytical integrity.

Publications:

• Munroe, D., B. Zehnwirth, and I. Goldenberg. "Solvency capital requirement and the claims development result." British Actuarial Journal 23 (2018): e15.
• Goldenberg, Igor, and Geoffrey I. Webb. "Survey of distance measures for quantifying concept drift and shift in numeric data." Knowledge and Information Systems 60, no. 2 (2019): 591-615.
• Goldenberg, Igor, and Geoffrey I. Webb. "PCA-based drift and shift quantification framework for multidimensional data." Knowledge and Information Systems 62, no. 7 (2020): 2835-2854.

Chess:

• Igor is an International Master, a title awarded by FIDE, the World Chess Federation.
• Igor is a six-time Victorian Champion and one of Australia's leading chess players.