Andrej Baranovskij Blog

Blog about Oracle, Full Stack, Machine Learning and Cloud

Tuesday, October 21, 2025

Qwen3-VL New Models Comparison and Performance on Mac Mini M4

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I run and compare newest Qwen3-VL models in Sparrow. Qwen3-VL models run fast and provide good accuracy.   
Friday, October 10, 2025

Ollama Support in Sparrow and Update to Latest MLX

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I explain whats new in Sparrow and what was updated in the recent version.  
Tuesday, September 16, 2025

Ollama vs MLX Inference Speed on Mac Mini M4 Pro 64GB

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MLX runs faster on first inference, but thanks to model caching or other optimizations by Ollama, second and next inference runs faster on O...
Wednesday, September 10, 2025

Advanced Structured Data Processing in Sparrow

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I added instruction and validation functionality into Sparrow. This allows to process business logic with document data directly through Spa...
Monday, September 1, 2025

My Experience with PyCharm AI Assistant

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Explaining my experience with PyCharm AI Assistant. Showing example how code changes can be reviewed one by one, before they are accepted in...
Wednesday, August 27, 2025

Financial Table Structure Analysis with Computer Vision

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Explaining new functionality I'm implementing in Sparrow to pre-process tables with grid structure. This greatly improves table data ext...
Wednesday, July 23, 2025

PaddleOCR 3.1 Setup in FastAPI

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I explain how to run PaddleOCR 3.1 from FastAPI app.  
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Andrej Baranovskij
Vilnius, Lithuania
I'm Oracle ACE Director, Oracle Groundbreaker Ambassador, CEO and Technical Expert at Red Samurai Consulting with focus on Oracle Fusion Middleware and Oracle Cloud technologies.
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