Masala Merge

I developed a primitive version of an R package for masala-merge, a fuzzy string matching algorithm designed for Indian place and person names.

Japanese Pension Simulator

I developed a Python-based simulator to compare the Japanese pension system with the opportunity cost of investment.

Japanese Medical Cost Simulator

I developed a browser-based simulator for the proposed high-cost medical expense reform, using annual income and monthly medical spending to estimate monthly and annual out-of-pocket costs.