Senior Software Engineer · 9 Years

Where code meets clarity

Deep dives into Angular, C#, SQL Server and modern web architecture — written for developers who want to actually understand, not just copy-paste.

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Embeddings, Explained Without the Hypeattention mechanism
May 11, 2026
How large language models turn words into numbers – and why that matters. Why this matters If you have ever asked a chatbot a question and felt a small flicker of surprise that it actually understood you, there is a single idea sitting underneath that moment: the embedding. It is not the flashiest concept in...
AI explainedAIFundamentalsArtificial IntelligenceEmbeddingsenterprise AIGenerative AILLMMachine LearningRAGtokenizationvector databasesvector-databases
Prompt Engineering for Developers: The 7-Layer Structure for Production-Ready ResultsAI prompt best practices
May 2, 2026
Introduction In today’s AI-driven world, people are increasingly using large language models (LLMs) in their daily lives, whether for work, simple queries, or everyday tasks. It’s clear that tools like ChatGPT, Claude, and Gemini are gradually replacing traditional search engines such as Google and Bing for many use cases. For basic, day-to-day tasks, writing prompts...
AI Best PracticesAI DevelopmentBackend DeveloperDeveloper ToolsFew-Shot LearningGenerative AIHallucination PreventionLLMPrompt EngineeringSystem Prompt
Angular SignalsAngular
Sep 30, 2024
Angular Signals, introduced in version 16, streamline state management in Angular applications by simplifying change detection. They automatically notify components of value changes, enhancing performance and reducing unnecessary processing. Comprising writable, computed, derived, read-only, and effect signals, they offer a lightweight alternative to complex state management solutions like NgRx and RxJS.
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RS
Senior Software Engineer
9 years building Angular, C# and SQL Server apps. Writing here to share what I’ve learned — for beginners and seasoned devs alike.
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