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    Joshua G.

    Work in Machine Learning/AI in Banking. Personal investments in Real Estate and Private Equity. Interested in Corporate Governance and Equality issues. Opinions of my own.

    Joshua G. is a seasoned strategy and analytics leader with a strong background in building analytical infrastructure and utilizing AI and ML to tackle intricate business challenges. He has a notable expertise in various domains including operations, credit, residual valuation, risk monitoring, portfolio management, and regulatory compliance.

    His technical skills encompass a range of tools like SAS, SQL, and Python, along with proficiency in popular frameworks such as Scikit-learn, Pandas, Numpy, and Matplotlib. Joshua is well-versed in implementing diverse algorithms for Classification (SVM, Nearest Neighbors, Random Forest), Regression (SVR, Linear, Logistic, Decision Trees, Neural Network), and Clustering (K-means).

    In the domain of finance, Joshua is adept in tasks such as Portfolio and Asset Acquisition Modeling, Budgeting and Forecasting, Loan Loss Forecast, CAPE Modeling, and P&L Management. His leadership skills are highlighted through his experience in Team Management, Vendor Management, and Change Management involving substantial budgets and major initiatives.

    Joshua's project management proficiency extends to methodologies like Scrum and Agile, enabling him to drive successful outcomes. He also possesses profound knowledge in Credit Risk analysis including Probability of Default modeling, Risk Monitoring, Loss Reserves, Roll Rate and Vintage Analysis, and Origination Scorecard development. Additionally, his expertise in Marketing Analytics covers areas like Response Modeling, Direct Mail Campaign Design, and monitoring Digital Campaign success.

    Joshua pursued his MBA in Finance from the Southern Methodist University - Cox School of Business and also studied at the Moscow Power Engineering Institute (Technical University). Throughout his career, he has held significant roles at prestigious organizations including VP of Marketing Analytics at Wells Fargo, and key positions at Hyundai Capital America, Citi, Nationstar Mortgage, GMAC ResCap, and Custom Collections. His experience ranges from National Pricing Manager to Managing Partner and Sr. Analyst, showcasing a diverse and rich professional journey.

    Joshua G.
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    Location

    Dallas, Texas, United States