Virtual Actuary—Software Engineer• Momentum: Software lead for a royalty program reconciliation and auditing tool• Sanlam: Developed IFRS17 grouping tool to assist with the multiprocessing of large legacy data files (~250Gb files)• Old Mutual: Build a configurable policy-aggregator pipeline to feed into IFRS17 calculation engine• Nedbank: Developed a Data Transformation Tool to be used by the actuarial team as an ETL step for Risk IntegrityAuto Actuary— Co-founder (a Virtual Actuary partner)• Mimicked Prophet’s variable scheme and calculation engine with a Python and Julia hybrid implementation• Build a calculation engine to report on a company’s transition CSMs (from given IFRS17 variables)• Model a company's hierarchy structure to calculate IFRS17 transition balances (from given IFRS17 variables)• Build a VBA packager and version control system in order to maintain legacy VBA systems• Developed an expansive VBA library for clients with restricted access to modern programming languages