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Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

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VKVstudio/README.md

🛡️ Independent Verification (vkvstudio.com)

Qualys SSL Labs A+ SecurityHeaders A+ Mozilla Observatory A+ PageSpeed 6/6 Agentic & 100 Desktop

🚀 Core Repositories & Production Systems

1. VKVstudio / VKV_Studio_com

Bilingual Engineering Portfolio & Applied LLM Platform
Three working LLM tools and a self-hosted, fine-tuned Gemma 4 assistant: strict RAG grounding, QLoRA, Q8_0 GGUF on a no-GPU ARM box. Astro 6 + Svelte 5, FastAPI, 342 automated tests.

📂 GitHub Repository ↗  |  🌐 vkvstudio.com ↗

2. VKVstudio / VKV_Studio_pro

Action-Driven AI & Engineering Editorial Platform
Every industry update ends in a concrete action: a real benchmark test, an architectural decision, or a documented rejection. Unified sticky Reading Rail navigation across 11 industry sources.

📂 GitHub Repository ↗  |  🌐 vkvstudio.pro ↗

3. Edge0-AI / Edge0

On-Device AI & Local Model Optimization
Compact language model workflows, quantization pipelines, and low-latency local inference infrastructure engineered for autonomous execution on consumer & edge hardware.

📂 GitHub Repository ↗

4. VKVstudio / StrataSmartToggle

Zero-Dependency Windows 10/11 Taskbar LLM Controller
Lightweight native C# / WPF launcher & real-time CUDA VRAM controller built for the Niko1221/Strata local MoE inference engine. Instant quant switching (Q8_0 / Q2_0 / IQ3_S).

📂 GitHub Repository ↗

🧱 Production Stack

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  1. VKV_Studio_com VKV_Studio_com Public

    Bilingual engineering portfolio with three working LLM tools and a self-hosted, fine-tuned Gemma assistant: RAG grounding, QLoRA, Q8_0 GGUF on a no-GPU ARM box. Astro 6 + Svelte 5, FastAPI, 342 tests.

    TypeScript 2