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Thought leadership, architectural breakdowns, and hands-on developer guides covering artificial intelligence, software engineering, and core technology systems.

AI / RAGJun 28, 20266 min read

Optimizing RAG Pipelines: Chunking Strategies and Vector Database Indexing

An in-depth exploration of retrieval-augmented generation. Learn how chunk sizes, overlap strategies, and modern embedding models directly impact query relevance and LLM synthesis accuracy.

#RAG#Vector Database#LLM#Embeddings
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Computer VisionMay 15, 20268 min read

Understanding rPPG: Extracting Physiological Vital Signs from Webcam Feeds

How remote photoplethysmography (rPPG) detects subtle blood flow variations in the skin. We break down the mathematical filters and deep learning architectures used to monitor heart rates contactlessly.

#rPPG#Computer Vision#OpenCV#Signal Processing
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Web DevApr 22, 20265 min read

Migrating High-Performance React WebGL Apps to Next.js App Router

Best practices for bringing React Three Fiber canvas configurations into Next.js. How to resolve hydration conflicts, optimize code splitting, and achieve 100/100 Core Web Vitals.

#Next.js#React Three Fiber#SEO#Performance
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