Anish Shah

82 bodies of work · 157 public forms · 2021—now

One body of work. Every public form attached.

Systems, curricula, technical writing, and public sessions are the durable units. Recordings, translations, repositories, and appearances remain nested beneath them.

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Bodies of work by year, with exact work and public-form counts
Line of work202120222023202420252026
Systems & Open SourceSystems—1work2 forms4works7 forms4works6 forms2works2 forms3works4 forms
Curricula & WorkshopsCurricula———2works10 forms2works10 forms—
Technical Writing & ImplementationsWriting1work1 form4works6 forms9works14 forms7works14 forms—1work1 form
Technical Talks & ProgramsTalks1work2 forms2works10 forms10works20 forms19works37 forms11works23 forms1work1 form

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82 bodies of work · 157 public forms

All work, inside four bodies.

Open a line to inspect every work and its public forms.

Systems & Open Source

Agent-facing interfaces, evaluation tooling, and ML infrastructure integrations released as public software.

14 works · 21 forms
  1. 2026Fugue — governed experiments for AI agentsRepository ownerSoftware · 1 form
  2. 2026W&B MCP ServerContributor and coauthorPublication · Software · 2 forms
  3. 2026W&B SkillsContributorSoftware · 1 form
  4. 2025Google Cloud Generative AI contributionContributorSoftware · 1 form
  5. 2025NVIDIA Data Flywheel BlueprintContributorSoftware · 1 form
  6. 2024EvalForgeCreatorSoftware · 1 form
  7. 2024Groq code-generation testing demoRepository ownerSoftware · 1 form
  8. 2024PII safeguards contributionContributorSoftware · 1 form
  9. 2024PyTorch Lightning Fabric integrationContributorSoftware · 3 forms
  10. 2023GPT Engineer contributionsContributorSoftware · 2 forms
  11. 2023LangChain W&B integrationsContributorSoftware · 2 forms
  12. 2023Open Interpreter integrationContributorSoftware · 1 form
  13. 2023OpenAI Cookbook contributionsContributorSoftware · 2 forms
  14. 2022Diffusers W&B integrationsContributorSoftware · 2 forms

Curricula & Workshops

Courses and multi-session instruction spanning prompting, LLM evaluation, fine-tuning, and agent engineering.

3 works · 13 forms
  1. 2025Google Cloud Gen AI Startup School 2025PresenterLive session · Recorded media · 3 forms
  2. 2024—25W&B AI course curriculumInstructor across three coursesCourse · Software · 7 forms
  3. 2024Fine-Tuning and Evaluating LLMs for Agentic Use CasesSpeaker and co-instructorLive session · 3 forms

Technical Writing & Implementations

Articles and public implementations covering LLM support systems, prompt engineering, and arXiv summarization.

22 works · 36 forms
  1. 2026When a Plausible Tab Is Wrong: Toraneko Evidence-Level AnalysisAuthor / report ownerPublication · 1 form
  2. 2024Automated Medical Note Generation: Fine-Tuning GPT Models for Clinical Documentation Using Azure OpenAI and Weights & BiasesAuthorPublication · Software · 2 forms
  3. 2024Automated PDF Summarization with Claude and W&B WeaveAuthor and implementation contributorPublication · Software · 5 forms
  4. 2024Deep Learning and MLOps for Health Care: A Look into MedSAMAuthorPublication · 1 form
  5. 2024Deploying Models to Azure ML with Weights & BiasesAuthorPublication · 1 form
  6. 2024How to Create a Biomedical RAG Application Using Snowflake Arctic for PubMed Paper UnderstandingAuthorPublication · Software · 3 forms
  7. 2024How to Use Azure OpenAI and Azure AI Studio with Weights & Biases WeaveAuthorPublication · 1 form
  8. 2024Understanding PII Detection GuardrailsAuthorPublication · 1 form
  9. 2023An Introduction To HuggingFace Transformers for NLPAuthorPublication · 1 form
  10. 2023Applying Ethical Principles & Scoring to Langchain & Visualizing with W&B PromptsAuthorPublication · 1 form
  11. 2023Enhancing LLM Agent Performance through Dynamic Plugin Selection and W&B PromptsAuthorPublication · 1 form
  12. 2023Harnessing Langchain and Weights & Biases to Enhance Database Interactions on SnowparkAuthorPublication · 1 form
  13. 2023How to Adapt your LLM for Question Answering with Prompt-Tuning using NVIDIA NeMo and Weights & BiasesAuthorPublication · Software · 2 forms
  14. 2023How to Save a Classifier to Disk in Scikit-learnAuthorPublication · 2 forms
  15. 2023Introduction to PyTorch Geometric and Weights & BiasesAuthorPublication · 1 form
  16. 2023Prompt Engineering LLMs with LangChain and W&BAuthorPublication · 3 forms
  17. 2023WandBot: GPT-4 Powered Chat SupportCoauthorPublication · 2 forms
  18. 2022Compare Methods for Converting and Optimizing HuggingFace Models for DeploymentCoauthor with Manan GoelPublication · 1 form
  19. 2022How to Optimize GPU Cost with Weights and BiasesAuthorPublication · 1 form
  20. 2022Scaling out Autonomous Vehicle Use Cases: The PrimerAuthorPublication · 1 form
  21. 2022Scaling Out Motion Prediction for Autonomous Vehicles with L5Kit, Ray, and W&BAuthorPublication · Software · 3 forms
  22. 2021Kedro + MLFlow + WANDB?AuthorPublication · 1 form

Technical Talks & Programs

Public sessions on agent architecture, model fine-tuning, and evaluation across conferences and practitioner programs.

43 works · 87 forms
  1. 2026NYC AI Innovators MeetupMeetup speaker/hostLive session · 1 form
  2. 2025Accelerate GenAI Application Development with W&B Weave and NVIDIA — EXS74222GTC session presenterLive session · Recorded media · 2 forms
  3. 2025Agent ObservabilityAI Innovators meetup speakerLive session · 1 form
  4. 2025AI in Production: Evals & ObservabilityWorkshop speakerLive session · 1 form
  5. 2025Architecting and Orchestrating AI AgentsSpeaker and workshop instructorLive session · Recorded media · 6 forms
  6. 2025Architecting Multi-Agent Workflows with Google Cloud and W&BCo-presenter with Ivan NardiniLive session · Recorded media · 2 forms
  7. 2025Building and Evaluating AgentsConference speakerLive session · Recorded media · 3 forms
  8. 2025Evaluating RAG ApplicationsHost and co-facilitatorLive session · 1 form
  9. 2025How to Build AI Agents with MCP and Other ProtocolsWebinar presenterLive session · Recorded media · 2 forms
  10. 2025Mastering GenAI ApplicationsHands-on workshop speakerLive session · 1 form
  11. 2025Mastering Model CustomizationWebinar presenterLive session · Recorded media · 3 forms
  12. 2025Optimizing and Evaluating Agentic AI ApplicationsWorkshop co-instructor with Sam StowersLive session · 1 form
  13. 2024AI Customization: Fine-Tuning Azure OpenAI Service Models — BRK101Co-speaker with Ami Patel and Steve SweetmanLive session · Recorded media · 3 forms
  14. 2024AI-Powered Healthcare & Drug DiscoveryMeetup speakerLive session · 1 form
  15. 2024Building an LLM Judge with Weights & BiasesPresenterLive session · Recorded media · 2 forms
  16. 2024Evaluating and Integrating ML Models — MLOps Podcast #213Guest with Morgan McGuireRecorded media · 6 forms
  17. 2024Fine-Tuning and Evaluating Multimodal LLMsMeetup speakerLive session · 1 form
  18. 2024Fine-Tuning the GPT Model Series for Agent ApplicationsCo-presenter with Gerard WoodsLive session · Recorded media · 2 forms
  19. 2024GenAI Development: Building Production-Ready RAG SystemsWebinar presenterLive session · Recorded media · 2 forms
  20. 2024HEMM: Holistic Evaluation of Multi-modal Generative ModelsVirtual workshop speakerLive session · 1 form
  21. 2024How Do We Actually Evaluate LLM Apps?PresenterLive session · 1 form
  22. 2024Investigating the Evolution of Evaluation from Model Training to GenAI InferenceIn-person technical speakerLive session · 1 form
  23. 2024Iterating On and Evaluating Production-Ready RAG Applications with Gemini and W&B WeaveMeetup/workshop presenterLive session · Recorded media · 2 forms
  24. 2024Judgment Day HackathonJudgeLive session · 1 form
  25. 2024Let's Get Better Step By Step — LLMs in Your BusinessPresenterLive session · Recorded media · 2 forms
  26. 2023—24LLM Agent Fine-TuningSpeaker and session presenterLive session · Recorded media · 6 forms
  27. 2024Mastering MLOps with W&B and Microsoft Phi-2PresenterLive session · Recorded media · 2 forms
  28. 2024Meta Llama 3 HackathonJudgeLive session · 1 form
  29. 2024Optimizing AI EvaluationsMeetup speakerLive session · 1 form
  30. 2024Scaling AI with PrecisionDeep Dive speakerLive session · 1 form
  31. 2024Train, Fine-Tune, and Manage Models from Experimentation to ProductionQuarter-day workshop instructorLive session · 1 form
  32. 2023Accelerating Diffusion with Hugging FaceCo-presenter with Zach Mueller and Suraj PatilRecorded media · 1 form
  33. 2023Bay Area AI + Ray Summit MeetupListed speakerLive session · 1 form
  34. 2023Build and Deploy LLM-Based AppsOrganizer, lead instructor, and content creatorLive session · 1 form
  35. 2023Everything You Wanted to Know About LLMOps but Were Afraid to AskInterview guestRecorded media · 1 form
  36. 2023Large Language Model AgentsWebinar speakerLive session · Recorded media · 2 forms
  37. 2023Simplify Building, Scaling, Tracking, and Monitoring Your AI/ML ModelsWebinar speakerLive session · 1 form
  38. 2023Tend and Tune Your MARL Experiments with Ray and W&BConference speakerLive session · Recorded media · 2 forms
  39. 2023Understanding LLM Performance With W&B and Snowpark Container ServicesDemo presenterLive session · Recorded media · 3 forms
  40. 2023Understanding the Landscape of the Latest Large ModelsConference speakerLive session · Recorded media · 2 forms
  41. 2022Gradient Dissent productionProducer and transcript contributorPublication · Recorded media · 9 forms
  42. 2022Orchestrating Reproducible AutoML Experiments using PyCaret, W&B, and PrefectListed speakerLive session · 1 form
  43. 2021MLOps Sample Project: End to End Song RecommenderCapstone presenter and project authorLive session · Recorded media · 2 forms