Owen Stout Email & Phone Number

• Objective: Develop an efficient, accurate Daily Fantasy MLB Simulator and Optimizer.Key Achievements:• 67% winning rate in 'cash' contests (top 43-44% lineups).• 2.4% placement in top 1% of 'tournament' contests with top-heavy payouts.Core Components:1. Data Handling & Transformation:• ETL for MLB Statcast Data.• Daily scraping and API requests for statistics, lineups, weather, fantasy prices, umpires.2. Advanced Feature Engineering:3. Machine Learning Models:• Pitcher/Batter Skill Modeling: Baseline skills in neutral conditions.• Batter vs. Pitcher Outcomes: Factors like handedness, batted ball profiles, pitch types etc.• Pitching Change Probability: Based on game state and pitcher stats.• Pitcher Selection Modeling: Likelihood of selection based on game state, and pitcher stats.• Umpire Model: Strikes above/below expected used to adjust outcome rates.• Weather Impact Model: Effects weather using current and historical weather data.• Pitch Type Classifier: Unbiased classification from Statcast data.• Expected Pitch Value: Expected outcome quantification from Statcast data.• Park Factors: Influence of different parks on outcomes.4. Simulation & Optimization:• Monte Carlo simulations• Lineup optimizers within constraints.• Cash Game: Maximize average points.• Tournament Strategy: Balance player correlations, ownership for ROI.

Solera Acquired OmnitracsAdvanced Data Analysis and ML Model Development: Analyzing time series data from accelerometers, GPS, vehicle ECU, to help identify and quantify risk for drivers. Develop and implement machine learning models to identify collisions in real time.System Implementation and Management: Implemented and manage a system for continuously setting optimal setpoints for over 200,000 vehicles, ensuring efficient risk management within operational constraints.Cross-Functional Collaboration: Engage with various teams including Product, Marketing, Tech Support, Firmware, and Account Management to provide critical data analysis and insights.

Omnitracs acquired SmartDrive

San Diego, California, United States

San Diego, California, United States

Stratford, Ct

• Interfaced with every level of the test team to plan, design, and implement instrumentation set ups, providing accurate data, for various helicopter component and system tests • Responsible for purchasing and tracking test assets and materials. Optimized spending by factoring functionality, practicality and cost• Provided written instructions and drawings to technicians, to carry out tasks associated with test setup• Utilized root cause analysis, to troubleshoot and resolve any issues that arose during test setup• Managed multiple projects concurrently, utilizing time management skills, to ensure all projects stay of schedule. • One of two authorized to review and approve calibrated aircraft components used on both flight and ground test applications. Preformed theoretical calculations when possible.• Given the responsibility to serve as a mentor for new hires• Travelled to support tests offsite • Served as a point of contact for issues regarding calibration or instrumentation.

Windsor Locks, Ct

• Worked as a member of a small team to determine the feasibility of converting automotive fuel pumps for aerospace applications.• Using knowledge acquired after studying and dissembling the pump, modifications were proposed to achieve the specifications required by the sponsor