Matthew is a data science and risk management innovator with more than 25 years of experience developing machine learning-based risk analytics tools, data governance protocols, and risk taxonomies for institutional investment managers, real estate investors, structured credit portfolio managers and technology ventures. His expertise spans semantic and syntactic ML model development, distributed ledger technologies, and the translation of complex regulatory requirements into a defensible compliance evidence management software platform.
Matthew’s technical expertise includes developing proprietary, machine learning-based risk analysis methodologies incorporating over 22,000 combination search terms for semantic analysis, creating comprehensive risk taxonomies across 64 subcategories with deterministic state-change monitoring, and architecting cloud-based data governance platforms leveraging document fraud detection through ISO 27000 forensic digital analysis standards. He has pioneered methodologies for managing sensitive data access through identity-operation-time permissioning protocols and implemented immutable audit trail systems using distributed ledger technologies.
Previously, Matthew led real estate consulting practices focused on commercial real estate lease accounting, property management and investment management accounting Grant Thornton, LECG and Hipercept. He served as Deputy General Manager in structured credit investments underwriting and portfolio management at Shinsei Bank, and advised banks, stock exchanges and clearing houses on operational strategy, risk management frameworks, and governance and controls infrastructure frameworks at PricewaterhouseCoopers and Capco. He has architected enterprise-scale data platforms, developed industry-standard taxonomies and ontologies, and created governance-first software solutions that embed trust and transparency into data management workflows.
Matthew is conversant in German and French and holds an MBA from London Business School.More...
Sergio Soto Cano
CEO@Apolo Labs
Verified
Hi, I’m Sergio. Passionate for the life and new technologies. I think that we can create a better world for many people if only change the way to co-create new solutions together.
I’m CEO of Apolo Labs, the first innovation lab 100% digital. We create new solutions that change the world and help to others to grow their business.
I imagine a world supported in the technology to grow and protect the environment.
A good coffee always is welcome!More...