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Mistral OCR 3: Turning Messy Documents into Machine-Ready Knowledge
Most organizations are drowning in PDFs, scans, and handwritten notes that traditional OCR can’t reliably convert into usable data. Mistral OCR 3 is built to fix that, shifting from basic text extraction to true, structure-aware document understanding. What Mistral OCR 3 Delivers - High-accuracy OCR across invoices, receipts, dense forms, government and compliance docs, technical/scientific reports, and even handwriting or low-DPI scans. - A 74% overall win rate over Mistral
Aykut Onat
Dec 18, 20251 min read


How I Deployed My NBA Prediction App Using Hugging Face Spaces and Streamlit
In this final chapter of my NBA Insights project, I walk through the complete deployment process—turning a local machine learning app into a live web application on Hugging Face Spaces. Learn how I handled Docker vs. Streamlit SDK choices, securely managed secrets like Google API credentials, and worked around model file upload issues using Hugging Face Datasets. This post is packed with real deployment lessons, code snippets, and a look ahead at what’s coming next for the NB
Aykut Onat
Jul 27, 20252 min read


From Image to SEO: Building a Smarter Way to Write Product Listings
Tired of writing SEO product listings by hand? I built an AI-powered tool that turns product images into Amazon-style titles and bullet points — in seconds. In this post, I share how it works, why it matters, and what’s next for smarter catalog content.
Aykut Onat
May 22, 20252 min read
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