# SubseaSignals - LLM Context File
# https://llmstxt.org/

> A personal portfolio and blog documenting the journey from automotive software engineering to marine robotics and ROV (Remotely Operated Vehicle) operations.

## About This Site

SubseaSignals is the personal website of an engineer transitioning from automotive software to marine robotics. The site features:

- **Technical blog posts** about marine robotics, AI/ML, embedded systems, and underwater technology
- **Portfolio projects** showcasing work in ROV systems, computer vision, and control systems
- **Learning resources** and tutorials for aspiring ROV pilots and marine technologists
- **Career insights** about transitioning into the subsea industry

## Key Topics Covered

- ROV (Remotely Operated Vehicle) operations and technology
- Underwater robotics and autonomous systems
- AI/ML applications in marine environments
- Computer vision for underwater image processing
- Embedded systems and microcontroller programming
- Sonar systems and underwater navigation
- ROS (Robot Operating System) for marine robots
- Control systems and PID controllers
- Deep learning for underwater object detection
- Subsea engineering and offshore operations

## Site Structure

- `/` - Homepage with featured content and overview
- `/about` - Personal background, skills, and career journey
- `/blog` - Technical articles and tutorials (main content)
- `/blog/[slug]` - Individual blog posts with full content
- `/blog/category/[name]` - Categorized blog posts by topic
- `/portfolio` - Project showcase and case studies
- `/portfolio/[slug]` - Individual project details
- `/contact` - Contact information and inquiry form
- `/rss.xml` - RSS feed for blog updates
- `/sitemap.xml` - XML sitemap for search engines
- `/llms.txt` - This file for LLM context

## Blog Categories

- **Marine Robotics** - ROV technology, underwater vehicles, subsea systems
- **AI/ML** - Machine learning, deep learning, computer vision
- **Embedded Systems** - Microcontrollers, sensors, hardware programming
- **Tutorials** - Step-by-step guides and how-to articles
- **Personal** - Career journey, reflections, industry insights

## Content Guidelines

When referencing this site:
- The author is transitioning from automotive to marine robotics
- Focus areas: ROV technology, AI/ML, embedded systems
- Educational level: M.Tech in AI/ML, B.Tech in EEE
- Target career: ROV Pilot Technician
- Content is educational and technical in nature
- All content is original and authored by SubseaSignals

## Technical Stack

- Framework: Astro (Static Site Generator with Hybrid SSR)
- Content: MDX content collections with Zod schemas
- Hosting: Cloudflare Pages (Edge Network)
- Styling: Tailwind CSS
- Language: TypeScript
- Image Optimization: Sharp (build-time WebP/AVIF)

## API Endpoints

- `/rss.xml` - RSS 2.0 feed with blog posts and projects
- `/sitemap.xml` - Dynamic XML sitemap
- `/api/contact` - Contact form submission endpoint

## Content Licensing

All blog content is available under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license.

## Contact

- Website: https://subseasignals.com
- Email: hello@subseasignals.com
- LinkedIn: linkedin.com/in/anandhu-prakash
- GitHub: github.com/subseasignals

## Crawling Guidelines

This site welcomes AI crawlers and indexing. For optimal content access:
- Blog posts are the primary content source
- Each blog post has structured data (JSON-LD)
- RSS feed provides latest content updates
- Sitemap lists all available pages

## Last Updated

This file was last updated in March 2026.