• Created analytics dashboards to analyze operational efficiency using Python’s Bokeh library and Javascript, which provided key monthly KPI metrics, identified problem areas in client cooperation and internal training, and eliminated manual data input by operations staff• Automated the reconciliation process between client and bank security positions using SQL and VBA, which eliminated time consuming processes on mainframe systems, and reduced time to process incoming security delivery from an hour to five minutes• Documented business requirements and coordinated testing on mainframe system upgrades

Research Analyst Intern September 2015 – March 2016Lightwater Partners Ltd. Toronto, ONLightwater Partners is a fundamental long-short hedge fund focused on mid-cap stocks• Designed and built over 15 fully integrated financial models with DCF, comparable valuation, and analyst estimates; recommended companies with recurring revenue, sustainable leverage ratio and below average valuation multiples; two stocks have shown significant returns within two months