Case Studies

Selected projects showcasing our expertise in strategy, design, and development.

These case studies are post-mortem examinations of real projects we've delivered, documenting the challenges, decisions, and outcomes. They serve as a reference library for technical teams and decision makers evaluating similar work.

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Local LLM Production in 14 Days: Benchmarks, Costs, and Hard Lessons

How we built Rayson.Dev with a local Qwen2.5:7b via Ollama in 2 weeks — detailed architecture, prompt engineering, air-gapped deployment, and 98.6% accuracy.

Case Studies

Local LLM Production in 14 Days: Benchmarks, Costs, and Hard Lessons

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