Everything I have shipped

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Selected work, grouped by type
Type Title Where Note When
Open source premiere-ai-skills GitHub Claude Code skills
Video A Tour of the Oumi Platform oumi.ai Product demo
Open source premiere-cli GitHub CLI tool
Open source premiere-ai GitHub Premiere plugin
Video Banking customer intent classifier Google Drive Product demo
Video Sentiment analysis as a Claude skill Google Drive Product demo
Talk The Model That Gets Smarter Every Time it Runs Goldcast Webinar
Video AI Voice Agents as a Video Game Mechanic? YouTube Vlog
Video Produce Videos with AI in Premiere Pro for Free YouTube Tutorial
Talk VibeML: Build your AI model in hours, not months AI Dev 26 SF Conference
Writing Stop throwing money away on frontier AI Oumi blog Newsletter
Writing How much money are you throwing away on Anthropic and OpenAI models? Oumi blog Podcast
Writing Oumi OSS v0.8: Deploy, MCP, and Batch Inference Everywhere Oumi blog Release
Writing Kaizen Gaming builds a specialized text-to-SQL model Oumi blog Case study
Writing Wired Informatics trains a word-sense disambiguation model Oumi blog Case study
Writing Original Voices builds a voice-authentic AI Oumi blog Case study
Writing Oumi can now host your Custom AI Models with a single click Oumi blog Newsletter
Writing Aurasell builds an 8B model outperforming Sonnet 4.5 by 8% Oumi blog Case study
Writing DMG achieves 6% higher quality and 100x lower costs Oumi blog Case study
Writing Building Customer Support with a sub-1B Model that Beats GPT-5.4 Oumi blog Part 1
Writing Oumi’s Study Finds 50% of AI Overviews Untrustworthy Oumi blog On request of NYTimes
Docs Oumi Platform documentation oumi.ai Product docs
Open source named-pipes GitHub Library + TUI
Open source hack-with-oumi GitHub Nebius.Build SF hackathon
Open source unity-voice-agents GitHub Unity package
Short-form How do I create a 3D object from an image using TRELLIS.2? YouTube Shorts Side project
Writing Lambda and Oumi partner for end-to-end custom model development Oumi blog Partnership
Video Lambda and Oumi partner for end-to-end custom model development YouTube Announcement
Short-form The two-and-a-half 3D asset formats you need for GameDev YouTube Shorts Side project
Short-form What is the best Python library to prototype AI-generated 3D assets for use with Unity? YouTube Shorts Side project
Talk Build custom AI in hours not months with Oumi Kunal Kushwaha Podcast
Writing Oumi v0.5.0: Data Synthesis, OpenEnv, Hyper-param Tuning Oumi blog Release
Writing Less (Data) is More for Fine-tuning Oumi blog Article
Writing Why Less is More for Fine-Tuning Oumi newsletter Newsletter
Short-form This Week: Why Less is More for GenAI Fine-tuning YouTube Shorts Oumi
Writing Small Fine-tuned Models are All You Need Oumi blog Launch post
Short-form Custom AI in Hours Not Months YouTube Shorts Oumi
Writing How is a Mondrian painting like a dungeon map? Substack Article
Writing The curious case of the LeetCode problem that was useful in the real world Substack Article
Writing Organic-looking dungeons with Cellular Automata Substack Article
Writing How do you (procedurally) build a dungeon? Substack Article
Writing Is AI-generated game content actually a new thing? Substack Article
Writing OpenAI Just Dropped Two Massive Open-weight Models Oumi blog Article
Writing Training Frontier Reasoning VLMs for the NeurIPS DCVLR Workshop Oumi newsletter Newsletter
Writing Compete to Curate Smarter Vision-Language Data at NeurIPS 2025 Oumi newsletter Newsletter
Writing Run GRPO Training in Oumi Using the trl and verl Libraries Oumi newsletter Newsletter
Writing Why I Joined Oumi: A Personal Journey Toward Truly Open AI Oumi newsletter Newsletter
Writing Articulation: A Short Primer on Character Animation Substack Article
Talk OpenAI's gpt-oss — Separating the Substance from the Hype YouTube Webinar
Video Building a web browsing agent from scratch YouTube Tutorial
Short-form What is the biggest challenge building a GenAI Browser Agent? YouTube Shorts Oumi
Talk Expert Insights: Building a Deep Research with Open Source MLOps World Speaker
Talk Training a State-of-the-art Agent LLM with Oumi + Lambda YouTube Webinar
Talk Automatic FAQ: Building a Multi-Agent System Haystack US 2025 Conference
Writing No Python, No Problem: Model Inference with ONNX in Java, or Any Other Language Milvus blog Article
Writing Understanding Hierarchical Navigable Small Worlds (HNSW) for Vector Search Milvus blog Article
Writing DiskANN Explained Milvus blog Article
Talk No Python? No Problem: Milvus + ONNX Across Languages YouTube Workshop
Talk How to Build an Agent to Reason about Private Data with Milvus YouTube Workshop
Talk LIVE! March Unstructured Data Workshop with OpenAI & Milvus Meetup Host, speaker
Writing A Day in the Life of a Milvus Datum Milvus blog Article
Talk Structured Output with Outlines YouTube Podcast
Short-form Dragons! Structured Output in Outlines YouTube Shorts Milvus + Zilliz
Talk What Makes “Deep Research”? A Dive into AI Agents YouTube Webinar
Talk Beyond Keywords: Hybrid Search with Milvus 2.5 AWS GenAI Loft Host, speaker
Talk LIVE! Feb SF Unstructured Data Meetup Meetup Host, speaker
Short-form Evaluating LLMs — what is the faithfulness of an LLM output? YouTube Shorts Milvus + Zilliz
Short-form Things Move Quickly in Generative AI YouTube Shorts Milvus + Zilliz
Writing Introducing DeepSearcher: A Local Open Source Deep Research Milvus blog Article
Talk Multimodal Search with Open-Source Tools DeveloperWeek 2025 Workshop
Short-form Why is it important to evaluate RAG systems? YouTube Shorts Milvus + Zilliz
Writing What Milvus Users Taught Us in 2024 Milvus blog Article
Short-form Why am I hearing about vector databases everywhere? YouTube Shorts Milvus + Zilliz
Short-form Advice to newcomers in generative AI YouTube Shorts Milvus + Zilliz
Talk Prompt, Score, Repeat: Principled RAG and Agent Design YouTube Podcast
Short-form Applications enabled by AI Agents YouTube Shorts Milvus + Zilliz
Talk Inside the AI Agent Revolution YouTube Podcast
Writing I Built a Deep Research with Open Source—and So Can You! Milvus blog Hacker News front page
Talk Building Multimodal Search with Milvus: Images and Text AWS Developers Workshop
Writing Multimodal Semantic Search with Images and Text Milvus blog Article
Talk 1 Table = 1000 Words? Foundation Models for Tabular Data YouTube Webinar
Open source foundation-models-time-series GitHub ODSC webinar
Open source odsc-ai-builders-summit-2025 GitHub ODSC workshop
Open source women-in-ai-hackathon GitHub Women in AI Hackathon
Writing Getting Started with Hybrid Semantic / Full-Text Search with Milvus 2.5 Milvus blog Article
Writing Introducing Milvus 2.5: Full-Text Search, More Powerful Metadata Filtering Milvus blog Release
Talk LIVE! Dec SF Unstructured Data Meetup Meetup Host, speaker
Talk LIVE! Nov SF Unstructured Data Meetup Meetup Host, speaker
Talk LIVE! Nov 13 South Bay Unstructured Data Meetup Meetup Host, speaker
Talk Evaluating Retrieval-Augmented Generation (RAG) YouTube Webinar
Writing Matryoshka Embeddings: Detail at Multiple Scales Milvus blog Article
Talk Multimodal RAG with Vector Databases ODSC West 2024 Speaker
Talk LIVE! Oct 15 South Bay Unstructured Data Meetup Meetup Host, speaker
Talk LIVE! Oct 8 SF #TechWeek Data & AI Edition Meetup Host, speaker
Writing Contributing to Open Source Milvus: A Beginner's Guide Zilliz blog Article
Writing Why I Joined Zilliz Zilliz blog Article
Paper GRAND: Graph Neural Diffusion ICML 2021 Co-author
Paper Statistically Robust Neural Network Classification UAI 2021 Co-author
Paper A Statistical Approach to Assessing Neural Network Robustness ICLR 2019 First author
Paper Faithful Inversion of Generative Models for Amortized Inference NeurIPS 2018 First author
Paper Distributed Bayesian Learning and the Posterior Server JMLR 2017 Co-author
Resource youtube.com/@stefan-webb YouTube Channel
Resource youtube.com/@generative-gamedev YouTube Channel
Resource oumi.ai/blog Oumi Blog
Resource milvus.io/blog Milvus Blog
Resource gamedev.blog Substack Blog
Resource youtube.com/@Oumi_AI Oumi Channel
Resource youtube.com/@MilvusVectorDatabase Milvus Channel
Resource Google Scholar Google Scholar Publications
Resource github.com/stefanwebb GitHub Profile

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