Work · 2021—now

Built, taught, tested.

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

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Work over time.

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Showing 2026
Projects by work type and year
Work type202120222023202420252026
Software & tools———1project1project3projects
Courses & labs————1project—
Research & writing1project——5projects——
Talks & programs1project—2projects7projects4projects—

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Organizations24

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  • Contributed to
  • Presented with or at
  1. Weights & Biases40 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. 2 projects
  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

Evidence in this view

Organizations in this view

  1. Weights & Biases10 projects
  2. 5 projects
  3. MLOps World4 projects
  4. 3 projects
  5. 2 projects
  6. 1 project
+5 more organizations in this viewBrowse all 24 organizations

Showing 1—24 of 25 projects

ML systems & infrastructure projects

Software & tools

  1. 2026ARIAStreaming, recovery, and conversation-state contributor
  2. 2026Demo-generation toolingInternal tooling contributor; implementation merged
  3. 2026W&B MCP ServerDeployment, reliability, and telemetry contributor; launch-article coauthor
  4. 2025Google Cloud GenAI contributionContributed the implementation
  5. 2024Lightning Fabric integrationContributor across three upstream pull requests

Courses & labs

  1. 2025Google Cloud GenAI Startup SchoolPresented both regional sessions

Research & writing

  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 & 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