As the head of the Signum division within Exegy my mandate is simple --> take a spark of innovation, add my deep understanding of market dynamics and structure, envelope it with data driven quantitative analytics, and create super-cool real time trading signals driven by proprietary machine-learning algos that fire hundreds-of-millions of times each day. So far my team has created real-time estimators for U.S. equities that predict the presence of hidden liquidity, estimate the size of hidden liquidity, predict the duration of every quote, and the direction of the next price change.

Lead a new strategic team of data scientists and engineers to become experts in the micro-structure of market data and produce unique alternative market data and machine learning enabled real-time trading signals.

Manage an international team of 100+ members to build and maintain equity consensus models, research reports, board reports, and other financial tools. Managed all functional areas from product management, sales, research, targeting, relationship management, and operational teams. Reported directly to CEO.Product Management- Chief architect on all equity / industry models.- Launched over 12 products/services from scratch: earnings forecast, industry sales / comp, delta model, quantitative fundamental scoring, dynamic comparable sell side reporting, etc. - Massively reduced error in models by designing a three tier QC process of granular rules - Inventor and project lead to develop a new back end software to aggregate sell-side models quickly and produce derived data into client production area.Business Development / Analytics: - Market Research: Deep fundamental research into addressable market, adapting to changing market and industry trends. - Business metrics: research KPI’s (old and new). Bring understanding to actionable procedures.- Acted as the point of escalation for all matters of sales operation.Investor Relations:- Designed and managed all projects related to our IR clients: board reports, competitor analysis, Variance reports, targeting, sell side sentiment reports, custom charting, Roadshow material, etc. - - Served as point of contact for both Buy/Sell side analysts and PM’s- Prepared quarterly earnings model and qualitative research reports- Provided comprehensive analysis and ongoing monitoring of competitor and peer group of companies- Conducted valuation and financial analysis- Maintained a comprehensive model for comparison of sell side estimates vs dynamically linked internal forecasts.Broker Relations:-Personally negotiated and signed Research, Estimate Data, and Model redistribution agreements with the best firms on Wall Street:- Negotiate and manage all vendor relationships.