Hirsh has a background in applied cryptography, blockchains and federated learning. He has worked with tier 1 banks, regulators, and SMEs to build and commercialise privacy-preserving data infrastructures and tokenization platforms. He is currently the CEO of valyu.network which has built a data tokenization platform and tooling to allow individuals and enterprises to responsibly use, value and monetise their data.