Résumé

Obsessed with getting the little things right

From editing to engineering, and all the data in between.

Experience

AI Model Evaluation Specialist Freelance

Nov 2025 – Present
DataAnnotation · Handshake AI
  • Evaluate LLM outputs for frontier AI lab projects across multiple platforms, assessing accuracy, reasoning quality, and instruction adherence.
  • Craft prompts to probe model behavior and provide structured feedback on model performance.

Editor

Aug 2014 – Apr 2023
KPMG LLP
  • Edited white papers, presentations, proposals, software user guides, and policy documentation for global, national, and regional audiences; remediated documents for accessibility compliance.
  • Designed and built a custom Adobe Acrobat guided action in JavaScript for a report type the automated system couldn’t process, cutting its finalization time from over 30 minutes to under 5.
  • Tested rollouts and updates of the Automation Anywhere finalization RPA against firm quality standards; led a testing team that verified Word and Excel macro compatibility during Microsoft Office upgrades.
  • Created technical documentation and training materials for team-wide tool adoption; managed the internal SharePoint resource site.
  • Gave feedback to internal and offshore editors to keep deliverables consistent.

Project Coordinator

Feb 2013 – Aug 2014
KPMG LLP
  • Built an Adobe Acrobat Action Wizard to automate audit report finalization; it later became the foundation for the department’s Automation Anywhere RPA implementation.
  • Scheduled and coordinated document-processing workflows to meet strict filing deadlines; managed version control and consolidated edits from content owners.
  • Communicated project information to distributed account teams and offshore resources.

Skills

AI / Machine Learning

  • Natural language processing
  • Deep learning (BERT, BiLSTM, CNNs)
  • LLM output evaluation
  • Rubric development
  • Prompt engineering
  • RAG systems
  • Prompt injection mitigation
  • Model optimization
  • Feature engineering
  • Model deployment

Languages & Tools

  • Python
  • R
  • SQL
  • AWS
  • Claude API
  • Claude Code
  • Docker
  • Kubernetes
  • FastAPI
  • Pytest
  • Git
  • Bash
  • Markdown

Frameworks

  • LangChain
  • LangGraph
  • TensorFlow
  • scikit-learn
  • Hugging Face
  • NumPy
  • Pandas
  • Matplotlib
  • Pydantic

Data

  • Data wrangling & integration
  • ETL
  • PostgreSQL
  • Redis
  • Chroma
  • Supabase

Project Management

  • Technical documentation
  • Style guide development
  • Editorial QA
  • Stakeholder communication
  • Training & enablement
  • Requirements gathering
  • Workflow management
  • Cross-functional collaboration

Education

  • Master of Information and Data ScienceUniversity of California, Berkeley
  • Advanced Program in Software DevelopmentUC Berkeley Extension
  • Professional Sequence in Technical CommunicationUC Berkeley Extension
  • B.S., Information TechnologyUniversity of Massachusetts Lowell
  • B.A., English LiteratureSeattle University