National Bank Financial Markets (2014-2015)

Trade Floor Application Analyst (Institutional Equities)

Supported quantitative analysts and traders on the institutional equities desk through development of analytics tools and Direct Market Access (DMA) reporting solutions:

• Built Python data pipelines (Pandas, SQLAlchemy) processing live trade executions and market data feeds
• Designed interactive dashboards (AngularJS, d3.js, Bokeh) visualizing trading performance metrics
• Implemented web scrapers (Beautiful Soup) for competitor pricing intelligence
• Collaborated directly with traders to refine Tableau visualizations of order flow patterns

Key Exposure: Electronic trading systems | Low-latency market data | Quantitative workflow automation