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Advanced Data Science Portfolio

Machine Learning & Analytics Leadership

🔒 Enterprise Security Analytics

Pacific Gas and Electric Company | Data Science Product Management Lead / Business Analyst

Project Overview

Leading the development of advanced security analytics platform using machine learning and predictive modeling to protect critical infrastructure and enhance threat detection capabilities.

Solution Architecture

  • Implementing ML models for security risk assessment
  • Developing predictive analytics for threat detection
  • Building automated pattern recognition systems
  • Creating real-time data processing pipelines
  • Establishing enterprise data governance frameworks

Technical Stack:

  • ML/Analytics: Python (Scikit-learn), R
  • Platform: Palantir Foundry
  • Processing: Large-scale data pipelines

📊 Enterprise Learning Analytics

LinkedIn | Product Manager / Learning Experience Application Manager

Project Overview

Led development of data-driven learning platform, focusing on advanced analytics for content optimization and user engagement.

Solution Architecture

  • Built enterprise-scale learning analytics platform
  • Implemented ML-driven content delivery system
  • Developed automated performance analytics
  • Created multi-language content optimization
  • Designed scalable reporting frameworks

Impact:

  • $300K+ cost reduction through platform optimization
  • Scaled to 70K+ enterprise users
  • Enhanced content delivery through data-driven insights

Technical Stack:

  • Advanced analytics implementation
  • Large-scale data processing
  • Enterprise platform integration

💡 Data-Driven Business Transformation

Independent Consulting

Project Overview

Implemented sophisticated analytics solutions for business optimization and revenue enhancement.

Key Systems

  • Predictive analytics for business intelligence
  • Automated reporting and tracking systems
  • Data-driven decision frameworks
  • Performance optimization models
  • ROI analysis frameworks

Impact:

  • 40% increase in operational efficiency
  • Significant revenue improvement through data optimization
  • 90% enhancement in customer retention

🛠️ Technical Expertise

Machine Learning & Analytics

  • Predictive Modeling
  • Pattern Recognition
  • Statistical Analysis
  • Large-scale Data Processing
  • Time Series Analysis

Enterprise Platforms

  • Analytics: Python, R, SQL
  • Visualization: Power BI, Tableau
  • Infrastructure: Palantir Foundry
  • Processing: Data Pipeline Development

Solution Design

  • Machine Learning Implementation
  • Analytics Architecture
  • Data Governance
  • Scalable Systems
  • Performance Optimization

🎯 Focus Areas

Specializing in transforming complex data challenges into actionable business insights through:

  • Advanced Security Analytics
  • Enterprise ML Implementation
  • Predictive Modeling
  • Large-scale Data Processing
  • Performance Optimization

🤝 Let's Connect

Focused on leveraging advanced analytics and machine learning to drive substantial business value. Particularly interested in projects involving:

  • Enterprise Security Analytics
  • Large-scale ML Implementation
  • Predictive Modeling Systems
  • Data-driven Decision Frameworks

📍 Contact

Berkeley, CA | (510) 480-9488 | organizewithrich@gmail.com | LinkedIn

"Transforming complex data into strategic advantage through advanced analytics and machine learning."