• Applying neural networks for pattern recognition in the trading of commodity and equity markets.• Applying Elliott Wave analysis to commodity and equity market pricing.

Financial Advisor• Acted as registered representative and financial advisor• Series 65

Developed basis forecast using updated mapping to market to provide pricing information to our retail sales group. Tracked commodity market trading activity for basis and provided forecasts that were indexed to actual trading information. • Developed basis forecasts that reflected current market trading activity on weekly basis. Provided detailed weekly reports to Commodity Pricing and Retail Sales personnel.• Identified increased market value of generation portfolio by $80M and load portfolio by $40M attributable to the revised cluster mapping and basis pricing methodologies. • Generated savings of $390K for Nuclear Fuel group by providing Elliott Wave forecasts for spot uranium prices which resulted in timing purchases of uranium to obtain reduced prices.

Developed and expanded the forecasting capabilities to forecast system loads and commodity prices as new markets came into existence and deregulation expanded. • Output from load models used to purchase next day load across multi-state power system. The forecasting function affected approximately 100 million MWhrs with $5.5 billion in annual revenues. • Responsible for price forecasts used to dispatch generating plants. • Expanded load and price forecasts to include working on weekends and holidays. This saved $2.4M over two years. Changed the methodology to forecast holiday load that improved accuracy from an average of 8% down to around 3% for the holidays.• Reduced annual market penalty for load forecast deviation $7M by improving model accuracy in new market.• Used cluster analysis to map large data sets for pricing solutions.• Modeled individual customer shopping data, price variation and timing across several states and control areas to predict shopping saturation limits.• Tracked historical power prices versus forward market and broker prices. Tracked historical retail sales pricing versus actual prices.• Produced sales forecasts from one month out to 5 years out which included tracking the economy and business trends.• Provided Elliott Wave commodity price forecasts to E-group. Natural gas forecast used to advise clients on timing long term gas purchases.• Developed PJM peak load day forecasts. Provided forecasts to over 100 large commercial / industrial customers for load reduction decisions.• Provided reports to senior management.

Developed short term power market price models to predict prices for trading floor and provide accurate weather forecasts. Interfaced with operations to support development of cross-commodity trading solutions. • Developed neural network models to forecast power market hourly prices 10 days out. • Provided buy / sell signals to gas trading floor using technical analysis tools. • Provided Elliott Wave analytics to forecast natural gas price targets.

Sr. Engineer - Project Management, Budgets, Plant Engineering, Generation Services SalesDirected preparation and control of major generating plant’s O&M and capital annual budgets ($12-70M). Directed engineering to provide design and technical recommendations to plants for additions and modifications. Implemented root cause analysis program to reduce forced outages. Planned, tracked and coordinated life extension program at aging plants. Developed computer models to forecast impact of environmental regulations and utility deregulation on future electric power markets. Managed sales group’s databases and data mining to identify under-performing target generation businesses.Manager, Business ApplicationsDeveloped sales, marketing and business applications for business forecasting software. Facilitated strategic alliances with academic and corporate partners. Interfaced with customers in banking, finance, agriculture, retail sales, electric utilities, aerospace and auto racing.PROFESSIONAL SKILLS Microsoft Excel (power user), Access, PowerPoint MatLab SQL Several neural network packages