Clara Choi

• thought experiment that covid volatility + massive amount of small volume retail traders made it possible to just trade on volume data against the algorithms slightly • not sure if gambling or math

Your Finance and Accounting Partner • Capital readiness • Figure out your business drivers and run rate • FP&A/MD&A with a dedicated MBA • Implement and integrate financial systems that fit your operation • Set up processes to guide financial decisions • Accounting and tax compliance

Scaling backend for lot services, hardware production verification, hardware prototyping, hardware vendor management, hardware rollout, pipeline for data warehousing

data modelling design

• responsible for operational reporting and inventory accuracy (improvement to 98.5% from 30%) • worked extensively across sales, execs, finance, warehouse and engineering team • did not manage to acquire series b funding and became a non-tech focus home-staging company

• billing systems development and pricing tests (Rails) • rev rec and deferral process development • accounting review and data preparations for series b fundraising • Acquired by iron mountain

• financial data reconciliation and reporting (SQL/custom reporting framework, hadoop/spark/tableau) • data analysis for business decisions • data collection and integrations (screen scrappers, archaic text format processing, sftp, or designing new data upstream, basically anything that is obscure but was somehow on the internet, I extracted) • billing system design (responsible for system that scaled from $10k to $200k daily) • data quality (developing data quality framework, and fixing systematic problems, fixed over 15 million rows of errors up stream of data systems)

• working with different stakeholders (both internal and external) to address project concerns (planning) • monitoring and managing project timeline and exceptions (execution) • working with different aspects of the project (legal, finance, compliance and technology) • Responsible for preparations of various meetings, project discussions, and management decisions