<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Aykut Onat — Machine Learning, AI &amp; Data Systems</title><description>Notes on data engineering, machine learning, AI tools and product data.</description><link>https://www.aykutonat.com/</link><item><title>WTWR Part 2: Front-End Completion &amp; The Road to Full-Stack</title><link>https://www.aykutonat.com/post/wtwr-part-2-front-end-completion-the-road-to-full-stack/</link><guid isPermaLink="true">https://www.aykutonat.com/post/wtwr-part-2-front-end-completion-the-road-to-full-stack/</guid><description>Building on the initial frontend foundation of WTWR, this update focuses on cleaning up state management with React Context, implementing defensive data validation, and prepping the architecture to transition into a full-stack Node.js application.</description><pubDate>Tue, 19 May 2026 14:57:22 GMT</pubDate><category>React</category></item><item><title>WTWR: My Journey Building a Smarter Closet</title><link>https://www.aykutonat.com/post/wtwr-my-journey-building-a-smarter-closet/</link><guid isPermaLink="true">https://www.aykutonat.com/post/wtwr-my-journey-building-a-smarter-closet/</guid><description>Why I started building WTWR (What to Wear), a React app that uses real-time weather data to answer the “what do I wear today?” question.</description><pubDate>Thu, 16 Apr 2026 12:56:23 GMT</pubDate><category>React</category></item><item><title>Mistral OCR 3: Turning Messy Documents into Machine-Ready Knowledge</title><link>https://www.aykutonat.com/post/mistral-ocr-3-turning-messy-documents-into-machine-ready-knowledge/</link><guid isPermaLink="true">https://www.aykutonat.com/post/mistral-ocr-3-turning-messy-documents-into-machine-ready-knowledge/</guid><description>Mistral OCR 3 shifts from basic text extraction to structure-aware document understanding for PDFs, scans and handwritten notes.</description><pubDate>Fri, 19 Dec 2025 00:48:49 GMT</pubDate><category>AI news</category></item><item><title>Google Turns Search into an AI Studio with Gemini 3</title><link>https://www.aykutonat.com/post/google-turns-search-into-an-ai-studio-with-gemini-3/</link><guid isPermaLink="true">https://www.aykutonat.com/post/google-turns-search-into-an-ai-studio-with-gemini-3/</guid><description>Gemini 3 Flash becomes the default engine behind AI Mode in Google Search, with Gemini 3 Pro and Nano Banana Pro tools for U.S. users.</description><pubDate>Thu, 18 Dec 2025 16:37:29 GMT</pubDate><category>AI news</category></item><item><title>CraftStory and the Race to Realistic Long‑Form AI Video</title><link>https://www.aykutonat.com/post/craftstory-and-the-race-to-realistic-long-form-ai-video/</link><guid isPermaLink="true">https://www.aykutonat.com/post/craftstory-and-the-race-to-realistic-long-form-ai-video/</guid><description>CraftStory’s Model 2.0 uses parallelized diffusion and studio-grade motion data to generate realistic, human-centric videos up to five minutes long.</description><pubDate>Mon, 24 Nov 2025 15:42:11 GMT</pubDate><category>AI news</category></item><item><title>How AI Is Changing Basketball Without Replacing the People Who Drive It</title><link>https://www.aykutonat.com/post/how-ai-is-changing-basketball-without-replacing-the-people-who-drive-it/</link><guid isPermaLink="true">https://www.aykutonat.com/post/how-ai-is-changing-basketball-without-replacing-the-people-who-drive-it/</guid><description>The NBA is wiring the game into the cloud: AI-powered metrics, play search and shooting labs that make the invisible visible without replacing coaches, editors or fans.</description><pubDate>Sat, 22 Nov 2025 23:30:45 GMT</pubDate><category>AI news</category><category>NBA Insights</category></item><item><title>Artist-First AI: Inside Warner Music Group and Stability AI’s New Alliance</title><link>https://www.aykutonat.com/post/artist-first-ai-inside-warner-music-group-and-stability-ai-s-new-alliance/</link><guid isPermaLink="true">https://www.aykutonat.com/post/artist-first-ai-inside-warner-music-group-and-stability-ai-s-new-alliance/</guid><description>Explore Warner Music Group and Stability AI’s new alliance and how their artist-first approach aims to transform music creation with safe, ethical AI.</description><pubDate>Thu, 20 Nov 2025 17:11:04 GMT</pubDate><category>AI news</category></item><item><title>How I Deployed My NBA Prediction App Using Hugging Face Spaces and Streamlit</title><link>https://www.aykutonat.com/post/how-i-deployed-my-nba-prediction-app-using-hugging-face-spaces-and-streamlit/</link><guid isPermaLink="true">https://www.aykutonat.com/post/how-i-deployed-my-nba-prediction-app-using-hugging-face-spaces-and-streamlit/</guid><description>Week 6 of NBA Insights: the deployment challenges, decisions and fixes behind putting an XGBoost NBA prediction app live on Hugging Face Spaces with Streamlit.</description><pubDate>Sun, 27 Jul 2025 23:07:19 GMT</pubDate><category>NBA Insights</category><category>Machine Learning</category></item><item><title>Building NBA Insights AI — Weeks 3 to 5 Recap</title><link>https://www.aykutonat.com/post/building-nba-insights-ai-weeks-3-to-5-recap/</link><guid isPermaLink="true">https://www.aykutonat.com/post/building-nba-insights-ai-weeks-3-to-5-recap/</guid><description>Explore how I built a machine learning model to predict NBA game outcomes with 70% accuracy using XGBoost, feature engineering, and game context. Includes interactive dashboards and video walkthroughs.</description><pubDate>Sun, 06 Jul 2025 21:56:47 GMT</pubDate><category>NBA Insights</category><category>Machine Learning</category></item><item><title>From Passion to Prediction: Building the NBA Insights System (Weeks 1 &amp; 2 Recap)</title><link>https://www.aykutonat.com/post/from-passion-to-prediction-building-the-nba-insights-system-weeks-1-2-recap/</link><guid isPermaLink="true">https://www.aykutonat.com/post/from-passion-to-prediction-building-the-nba-insights-system-weeks-1-2-recap/</guid><description>Discover how we used real 2023–24 NBA data to build a predictive model from scratch. This Week 1–2 recap covers data collection, exploratory analysis, and feature engineering steps that power our machine learning–driven NBA game predictions.</description><pubDate>Tue, 10 Jun 2025 21:54:41 GMT</pubDate><category>NBA Insights</category><category>Machine Learning</category></item><item><title>From Image to SEO: Building a Smarter Way to Write Product Listings</title><link>https://www.aykutonat.com/post/from-image-to-seo-building-a-smarter-way-to-write-product-listings/</link><guid isPermaLink="true">https://www.aykutonat.com/post/from-image-to-seo-building-a-smarter-way-to-write-product-listings/</guid><description>Build better product listings faster. This AI product description generator turns images into Amazon-style titles and bullet points. Automate your SEO copy with GPT-4 and export everything in bulk.</description><pubDate>Thu, 22 May 2025 23:56:03 GMT</pubDate><category>AI tools</category><category>Product Data</category></item><item><title>We Used to Stage the Couch. Now We Just Describe the Room.</title><link>https://www.aykutonat.com/post/interactive-data-dashboards-optimizing-business-performance/</link><guid isPermaLink="true">https://www.aykutonat.com/post/interactive-data-dashboards-optimizing-business-performance/</guid><description>Explore the future of lifestyle image creation with AI-driven scenarios. Discover how lifestyle image generation is transforming content workflows.</description><pubDate>Mon, 12 May 2025 16:53:27 GMT</pubDate><category>AI tools</category><category>Retail</category></item><item><title>Why Product Content Still Makes (or Breaks) Online Sales</title><link>https://www.aykutonat.com/post/using-data-visualization-to-drive-decision-making/</link><guid isPermaLink="true">https://www.aykutonat.com/post/using-data-visualization-to-drive-decision-making/</guid><description>For furniture brands, one thing drives or kills performance before the click even happens: product content. Dimensions, materials and photos build the confidence that sells.</description><pubDate>Mon, 12 May 2025 16:53:27 GMT</pubDate><category>Product Data</category><category>Retail</category></item><item><title>Furniture Showrooms Are Changing — With or Without the Industry&apos;s Permission</title><link>https://www.aykutonat.com/post/furniture-showrooms-are-changing/</link><guid isPermaLink="true">https://www.aykutonat.com/post/furniture-showrooms-are-changing/</guid><description>A beautiful showroom used to be the end goal. Now it’s just the starting point: the lightweight tools quietly making physical furniture retail smarter.</description><pubDate>Sat, 03 May 2025 16:53:27 GMT</pubDate><category>Retail</category></item></channel></rss>