# derive.io

> AI-optimized mirror of derive.io containing 25 pages totalling 5,936 words of clean markdown content, structured data, and semantic HTML. Original source: https://derive.io/. Last updated: 2026-06-14T03:13:49.186Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Unlock the Power of AI](/content/site-root.html): Combining data, math, and code, Derive has a clear vision and robust approach to Data Science that will help you attain a sustainable competitive edge. (785 words)

## Articles & Blog Posts

- [Day](/content/2025/05/27/index.html) (161 words)
- [Day](/content/2025/09/22/index.html) (41 words)
- [Day](/content/2025/10/02/index.html) (75 words)
- [Writing In the Age of AI](/content/2025/07/31/index.html) (37 words)
- [Writing In the Age of AI - Derive](/content/writing-in-the-age-of-llms/index.html): While AI engineers are building powerful systems, data scientists bring some unique skills that are often overlooked — yet absolutely crucial. And most of these skills are complementary to AI engineering, not in competition with it. I see four key areas where data scientists naturally shine: (714 words)
- [Who We Are](/content/about/index.html): Derive is an independent AI & Data Science consulting practice led by a seasoned expert. We provide custom development, analytics solutions, and even training in machine learning and artificial intelligence, adapting to any industry or vertical. (643 words)
- [Category](/content/category/data-science/index.html) (135 words)
- [AI Needs More Data Science Thank You Might Think - Derive](/content/ai-needs-more-data-science-thank-you-might-think/index.html): While AI engineers are building powerful systems, data scientists bring some unique skills that are often overlooked — yet absolutely crucial. And most of these skills are complementary to AI engineering, not in competition with it. I see four key areas where data scientists naturally shine: (386 words)
- [8 Key Principles for Applied AI - Derive](/content/8-key-principles-for-applied-ai/index.html) (396 words)
- [The Two Archetypes of Data Scientists: Jack and Jane - Derive](/content/two-archetypes-of-data-scientists/index.html): While AI engineers are building powerful systems, data scientists bring some unique skills that are often overlooked — yet absolutely crucial. And most of these skills are complementary to AI engineering, not in competition with it. I see four key areas where data scientists naturally shine: (342 words)
- [AI & Data Science Tailored to You](/content/services/index.html): Derive offers a broad range of AI, ML, and data science services to help you harness the power of your data. With over 20 years of cross-industry experience, our founder brings hands-on expertise to every engagement – from high-level strategy down to deployment and support. (384 words)
- [Noble’s Coding Principles — Updated for the AI Era - Derive](/content/nobles-coding-principles/index.html) (386 words)
- [The Coding Evolution of a Data Scientist: 20 Years, 4 Eras - Derive](/content/the-coding-evolution-of-a-data-scientist-20-years-4-eras.html) (434 words)
- [Noble’s Coding Principles — Updated for the AI Era](/content/author/vpatel/index.html) (136 words)
- [Str**AI**tegic Insights](/content/blog/index.html) (96 words)
- [AI Needs More Data Science Thank You Might Think](/content/author/kevincjonas/index.html) (159 words)
- [Founder & Principal](/content/meet-vishal/index.html) (278 words)
- [Unlock the Power of AI.](/content/contact/index.html): Whether you need hands-on expertise, strategic guidance, or a fresh perspective to red-team your projects, I’m here to help. (107 words)
- [Noble’s Coding Principles — Updated for the AI Era](/content/category/ai/index.html) (193 words)
- [AI Needs More Data Science Than You Might Think](/content/post-sitemap-xml.html) (18 words)
- [category-sitemap-xml.html](/content/category-sitemap-xml.html) (6 words)
- [author-sitemap-xml.html](/content/author-sitemap-xml.html) (4 words)
- [page-sitemap-xml.html](/content/page-sitemap-xml.html) (12 words)
- [sitemap_index-xml.html](/content/sitemap_index-xml.html) (8 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives