Richard Couch

Data Science & Machine Learning Lead

Contact

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

Professional Summary

Data science product management leader specializing in machine learning implementation and analytics solutions. Proven track record of leading cross-functional teams in developing advanced analytics platforms and ML-driven products. Expert in translating complex data science initiatives into measurable business outcomes.

Technical Capabilities

Machine Learning & Analytics

  • Predictive Modeling & Analytics
  • Statistical Analysis
  • Pattern Recognition
  • NLP Implementation
  • Time Series Analysis

Data Infrastructure

  • Data Pipeline Development
  • Large-scale Processing
  • ETL Architecture
  • Real-time Analytics
  • Data Governance

Technologies

  • Languages: Python, R, SQL
  • Platforms: Palantir Foundry
  • Analytics: Power BI, Tableau
  • Tools: Jira, Git, Confluence

Professional Experience

Data Science Product Management Lead / Business Analyst

Pacific Gas and Electric Company | 2023 - Present

Leading enterprise security analytics and machine learning initiatives:

  • Developing predictive risk assessment models
  • Implementing ML-driven threat detection systems
  • Building real-time security analytics platform
  • Managing data science product development
  • Leading cross-functional technical teams

Product Manager / Learning Experience Application Manager, Learning Sales Learning Platform

LinkedIn | 2020 - 2022

Led data-driven platform development serving 70K+ users:

  • Architected enterprise analytics solution
  • Reduced platform costs by $300K+
  • Implemented automated monitoring systems
  • Developed performance analytics framework
  • Managed multi-functional technical teams

IT Project Manager

DENSO | 2019

  • Implemented enterprise training analytics platform
  • Developed performance tracking systems
  • Managed technical quality assurance
  • Led system optimization initiatives

HR Systems Project Manager

FibroGen Inc | 2016 - 2018

  • Led HR analytics implementation
  • Developed automated reporting systems
  • Implemented performance tracking
  • Managed system integrations

Business Systems Consultant

Independent | 2015 - 2016

  • Developed business intelligence solutions
  • Implemented analytics platforms
  • Created automated reporting systems
  • Managed $900K technology budget

Education

Bachelor of Arts, Interdisciplinary Studies
University of California at Berkeley

Core Focus Areas

  • Machine Learning Implementation
  • Predictive Analytics Development
  • Large-scale Data Processing
  • Security Analytics
  • Enterprise Platform Architecture

Focused on advanced data science and ML opportunities in enterprise environments.