Work · 2021—now

Built, taught, tested.

One project per record. Talks, code, and recordings stay attached.

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Showing 2025
Projects by line and year
Line of work202120222023202420252026
Agent systems & open source———1project1project—
Technical education————1project—
Research, writing & implementations1project——5projects——
Talks, workshops & programs1project—2projects7projects4projects—

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Organizations24

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  1. Weights & Biases35 projects
  2. 7 projects
  3. 4 projects
  4. Hugging Face1 project
  5. 1 project
  6. 1 project
  7. 1 project
  8. 1 project
  9. 1 project
  10. 7 projects
  11. 3 projects
  12. 1 project
  13. 1 project
  14. 1 project
  15. MLOps World4 projects
  16. 1 project
  17. DataTalksClub1 project
  18. AI Tinkerers2 projects
  19. 2 projects
  20. 1 project
  21. 1 project
  22. 1 project
  23. 1 project
  24. 1 project

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Organizations in this view

  1. Weights & Biases7 projects
  2. 5 projects
  3. MLOps World4 projects
  4. 3 projects
  5. 2 projects
  6. 1 project
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22 projects

ML systems & infrastructure projects

Agent systems & open source

  1. 2025Google Cloud GenAI contributionContributed the implementation
  2. 2024Lightning Fabric integrationContributor across three upstream pull requests

Technical education

  1. 2025Google Cloud GenAI Startup SchoolPresented both regional sessions

Research, writing & implementations

  1. 2024Fine-tuning GPT for clinical notesWrote the article and contributed the example
  2. 2024MedSAM development and MLOpsWrote the report
  3. 2024Azure ML model deploymentWrote the guide
  4. 2024Snowflake Arctic for PubMed RAGWrote the guide and owns the demo repository
  5. 2024Azure OpenAI with WeaveCookbook author
  6. 2021Kedro, MLflow, and W&BReport author

Talks, workshops & programs

  1. 2025Agent architecture seriesSpeaker and workshop instructor across four sessions
  2. 2025Agents with evaluationPresented the conference session
  3. 2025Azure OpenAI model customizationPresenter across both sessions
  4. 2025Google Cloud multi-agent workflowsCo-presented with Ivan Nardini
  5. 2024Fine-tuning Azure OpenAI modelsCo-presented with Ami Patel and Steve Sweetman
  6. 2024Production RAG with GeminiMeetup workshop presenter
  7. 2024Evaluation across the ML lifecycleIn-person session speaker
  8. 2023—24LLM agent fine-tuningSpeaker across both deliveries
  9. 2024Holistic multimodal evaluationPresented the virtual workshop
  10. 2024Evaluating ML models — Podcast #213Joined Morgan McGuire as a podcast guest
  11. 2024MLOps with Phi-2Session presenter
  12. 2023LLM performance on SnowparkDemo presenter
  13. 2021MLOps song recommenderProject author and capstone presenter