Projects
70+ completed
Experience
12 yrs finance
Focus
AI/ML Strategy
Andrei Krupnov
AI/ML & DIGITAL TRANSFORMATION LEADER
Background / Strategy
“Andrei Krupnov is a strategic leader with deep expertise in AI/ML and digital transformation for the financial services industry. With 12 years in finance, 12 years in consulting, and 7 years specializing in AI/ML, he has successfully led 70+ transformation projects across 8 countries. As Principal at Amendant Consulting, Andrei develops and implements transformational strategies that drive significant business outcomes—consistently achieving 25%+ revenue growth, reduced risk exposure, and operational efficiency gains. His approach combines strategic vision with hands-on technical expertise in AWS AI/ML platforms, enabling him to deliver practical, high-impact solutions for insurance companies, banks, and fintech startups.”
Operational History
Developed AI assistants leveraging Python and AWS Bedrock platform, enhancing client service capabilities for small and medium businesses.
Secured 25%+ growth in premiums and controlled risk exposure by developing and implementing digital transformation strategies for P&C insurance companies.
Created AI agents for augmented underwriting with IDP and risk monitoring, resulting in 50% growth of P&C reinsurance portfolio.
Led 50+ complex transformation projects for 20+ clients, including IoT-based risk monitoring systems that increased net underwriting profit by 20%.
Designed AI-powered solutions (telematics, NLP, voice bots) that achieved 25%+ sales growth and 2% loss ratio reduction in insurance products.
Expert in AWS ML tools (Bedrock, SageMaker, Lambda), Python, LangChain, LangGraph, PyTorch, TensorFlow, scikit-learn.
Managed cross-functional teams of 40+ people across business units, delivering 50% productivity gains through Agile methodologies.
Certifications: PMP, CSPO, PMI Disciplined Agile Senior Scrum Master, Lean Six Sigma Black Belt, AWS ML Specialty & Associate, MIT Applied Agentic AI.
Philosophy
Transformation isn't just about technology—it's about aligning AI capabilities with strategic business objectives to create measurable, sustainable value.