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  "markdown": "Available for Internships\n\n## Hey, I'm Raahim 👋\n\nI build cool stuff with code. Looking for AI, Backend, DevOps, and Product Management internships with a focus on scalable systems & real-world impact.\n\nKarachi, PK\n\n## < Work Experience />\n\n### Folio3 Software\n\nSoftware Engineering Intern\n\nJuly 2025 – September 2025\n\nKarachi, PK\n\n-   Competed successfully against 142 applicants to secure one of 37 spots in a rigorous 9-week hybrid internship.\n-   Built and deployed an AI mock interview platform using Next.js, PostgreSQL, and OpenAI Realtime SDK on Vercel.\n-   Placed runner-up in the final showcase, presenting detailed technical design and business value to leadership.\n-   Rotated across product, backend, DevOps, QA, and GenAI tracks, delivering features at each SDLC stage.\n\n### E.ocean Developers Day 2025 – ACM NUCES\n\nExecutive, Team Automation\n\nMarch 2025 – April 2025\n\nKarachi, PK\n\n-   Developed a Flutter feature enabling Participant Relations to update competition timings dynamically for real-time attendance tracking.\n-   Updated and executed a Python email dispatch script, delivering timely communications to all event attendees.\n-   Built, deployed, and stress-tested a React + Vite certificate generator, issuing 700+ certificates in real-time post-event.\n-   Engineered a logging utility and monitoring dashboard to track performance; awarded Star Performer for contributions.\n\n### FAST NU Smart Video Surveillance Laboratory\n\nSoftware Engineering Intern\n\nJune 2024 – December 2024\n\nKarachi, PK\n\n-   Engineered a Django REST backend for an AI travel guide app, integrating Cohere's NLP API to generate structured itinerary plans from user preferences and Canadian point-of-interest data.\n-   Deployed the application MVP on AWS EC2 with Nginx, configured logging and monitoring, and integrated backend APIs with a React Native frontend for cross-platform delivery.\n-   Conducted computer vision experiments for the MediaEval benchmark using OpenAI's CLIP (deep learning image-text model); fine-tuned hyperparameters and evaluated results with PhD researchers.\n\n### OPEN Silicon Valley\n\nWebsite Operations Coordinator (Seasonal / Ad-hoc)\n\nJanuary 2024 – March 2026\n\nRemote, US\n\n-   Managed the full web presence across four domains: opensv.org, opensvforum.org, opensvconnect.org, and pitchkaro.org, ensuring uptime, brand consistency, and timely updates.\n-   Designed and deployed event landing pages for Annual Forum 2024, Annual Forum 2025, Synergy 2025, Biotech & Healthcare Forum 2026, and the Pitch Karo startup pitch competition.\n-   Built a badge printing and registration verification app deployed on-site, enabling event volunteers to manage attendee check-ins in real time.\n\n### Sastaticket.pk\n\nSoftware Engineering Intern\n\nJanuary 2024\n\nKarachi, PK\n\n-   Received mentorship from an engineering manager on Django best practices, RESTful API design, and Pythonic coding patterns in a production environment.\n-   Observed on-site engineering operations and received a guided walkthrough of the production codebase, gaining exposure to how large-scale Django applications are structured and maintained.\n\n## < Education />\n\n### FAST National University of Computer & Emerging Sciences\n\nBS in Computer Science\n\nAugust 2023 - June 2027\n\nKarachi, PK\n\n### Sceptre College\n\nGCE A Levels in Mathematics, Physics, Chemistry, Computer Science, Further Mathematics\n\nAugust 2021 - June 2023\n\nKarachi, PK\n\n## < Skills & Interests />\n\n### Technologies & Frameworks\n\nFastAPIDjangoFlaskReactJSNext.jsExpress.jsReact NativeFlutterJestPandasNumPy\n\n### Languages\n\nPythonSQLJavaScriptTypeScriptHTMLCSSBashShellYAMLJSONMarkdownLaTeX\n\n### Tools & Platforms\n\nGitDockerAWS (EC2)PostgreSQLMongoDBPostmanSeleniumVercelNginxSwagger\n\n### Interests\n\nAIBackendOpen SourceDevOpsRefactoringQAAutomationAgileAPI DocsServerlessCloudCI/CD\n\n## < Projects />\n\n### Boolean Retrieval Engine: Trump Speeches\n\nBuilt an NLP-based boolean and proximity retrieval engine over a 56-document corpus using Python and NLTK (Porter stemming, stopword removal, tokenization); constructed inverted and positional indexes, exposed search via a FastAPI REST API with Swagger docs and a React + Vite frontend; Dockerized and deployed on Vercel.\n\n### Turing Machine Based Anagram Checker\n\nImplemented a Turing Machine anagram checker in Python and PyQt5 with both GUI and CLI interfaces; visualized step-by-step state transitions and tape manipulation to demonstrate core computational theory and algorithm design principles.\n\n## < Recommendations />\n\n## < Contact />\n\n### Get In Touch\n\nI'm currently looking for AI, Backend, DevOps, and Product Management internships with a focus on scalable systems & real-world impact.\n\nFeel free to reach out if you'd like to connect!\n",
  "fullPageMarkdown": "Raahim Irfan | Software Engineer\n\n[Raahim Irfan](https://raah.im/)Toggle menu\n\nAvailable for Internships\n\n# Hey, I'm Raahim 👋\n\nI build cool stuff with code. Looking for AI, Backend, DevOps, and Product Management internships with a focus on scalable systems & real-world impact.\n\n[[email protected]](mailto:[email protected])\n\nKarachi, PK\n\n[+92-321-8133858](tel:+923218133858)\n\n[raahimirfan100](https://linkedin.com/in/raahimirfan100)\n\n[raahimirfan100](https://github.com/raahimirfan100)\n\n[Get in Touch](https://raah.im/#contact)[See My Work](https://raah.im/#projects)\n\n## < Work Experience />\n\n### Folio3 Software\n\nSoftware Engineering Intern\n\nJuly 2025 – September 2025\n\nKarachi, PK\n\n-   ▹Competed successfully against 142 applicants to secure one of 37 spots in a rigorous 9-week hybrid internship.\n-   ▹Built and deployed an AI mock interview platform using Next.js, PostgreSQL, and OpenAI Realtime SDK on Vercel.\n-   ▹Placed runner-up in the final showcase, presenting detailed technical design and business value to leadership.\n-   ▹Rotated across product, backend, DevOps, QA, and GenAI tracks, delivering features at each SDLC stage.\n\n### E.ocean Developers Day 2025 – ACM NUCES\n\nExecutive, Team Automation\n\nMarch 2025 – April 2025\n\nKarachi, PK\n\n-   ▹Developed a Flutter feature enabling Participant Relations to update competition timings dynamically for real-time attendance tracking.\n-   ▹Updated and executed a Python email dispatch script, delivering timely communications to all event attendees.\n-   ▹Built, deployed, and stress-tested a React + Vite certificate generator, issuing 700+ certificates in real-time post-event.\n-   ▹Engineered a logging utility and monitoring dashboard to track performance; awarded Star Performer for contributions.\n\n### FAST NU Smart Video Surveillance Laboratory\n\nSoftware Engineering Intern\n\nJune 2024 – December 2024\n\nKarachi, PK\n\n-   ▹Engineered a Django REST backend for an AI travel guide app, integrating Cohere's NLP API to generate structured itinerary plans from user preferences and Canadian point-of-interest data.\n-   ▹Deployed the application MVP on AWS EC2 with Nginx, configured logging and monitoring, and integrated backend APIs with a React Native frontend for cross-platform delivery.\n-   ▹Conducted computer vision experiments for the MediaEval benchmark using OpenAI's CLIP (deep learning image-text model); fine-tuned hyperparameters and evaluated results with PhD researchers.\n\n### OPEN Silicon Valley\n\nWebsite Operations Coordinator (Seasonal / Ad-hoc)\n\nJanuary 2024 – March 2026\n\nRemote, US\n\n-   ▹Managed the full web presence across four domains: opensv.org, opensvforum.org, opensvconnect.org, and pitchkaro.org, ensuring uptime, brand consistency, and timely updates.\n-   ▹Designed and deployed event landing pages for Annual Forum 2024, Annual Forum 2025, Synergy 2025, Biotech & Healthcare Forum 2026, and the Pitch Karo startup pitch competition.\n-   ▹Built a badge printing and registration verification app deployed on-site, enabling event volunteers to manage attendee check-ins in real time.\n\n### Sastaticket.pk\n\nSoftware Engineering Intern\n\nJanuary 2024\n\nKarachi, PK\n\n-   ▹Received mentorship from an engineering manager on Django best practices, RESTful API design, and Pythonic coding patterns in a production environment.\n-   ▹Observed on-site engineering operations and received a guided walkthrough of the production codebase, gaining exposure to how large-scale Django applications are structured and maintained.\n\n[View Full Resume](https://raah.im/resume.pdf)\n\n## < Education />\n\n### FAST National University of Computer & Emerging Sciences\n\nBS in Computer Science\n\nAugust 2023 - June 2027\n\nKarachi, PK\n\n### Sceptre College\n\nGCE A Levels in Mathematics, Physics, Chemistry, Computer Science, Further Mathematics\n\nAugust 2021 - June 2023\n\nKarachi, PK\n\n## < Skills & Interests />\n\n### Technologies & Frameworks\n\nFastAPIDjangoFlaskReactJSNext.jsExpress.jsReact NativeFlutterJestPandasNumPy\n\n### Languages\n\nPythonSQLJavaScriptTypeScriptHTMLCSSBashShellYAMLJSONMarkdownLaTeX\n\n### Tools & Platforms\n\nGitDockerAWS (EC2)PostgreSQLMongoDBPostmanSeleniumVercelNginxSwagger\n\n### Interests\n\nAIBackendOpen SourceDevOpsRefactoringQAAutomationAgileAPI DocsServerlessCloudCI/CD\n\n## < Projects />\n\n### Boolean Retrieval Engine: Trump Speeches\n\nBuilt an NLP-based boolean and proximity retrieval engine over a 56-document corpus using Python and NLTK (Porter stemming, stopword removal, tokenization); constructed inverted and positional indexes, exposed search via a FastAPI REST API with Swagger docs and a React + Vite frontend; Dockerized and deployed on Vercel.\n\nPythonNLTKFastAPIReactDocker\n\n[View Project](https://github.com/raahimirfan100/cs4051-ir-a1-boolean-retrieval-trump)\n\n### Turing Machine Based Anagram Checker\n\nImplemented a Turing Machine anagram checker in Python and PyQt5 with both GUI and CLI interfaces; visualized step-by-step state transitions and tape manipulation to demonstrate core computational theory and algorithm design principles.\n\nPythonPyQt5AlgorithmsVisualization\n\n[View Project](https://github.com/raahimirfan100/Turing-Machine-Anagram-Simulator-TOA-Project)\n\n## < Recommendations />\n\nDirect Manager\n\n“Raahim has extremely high agency and showed ownership of the success of the project itself unlike any other. He delivered a high quality backend for our React Native app including documentation and was able to effectively communicate with team members of all technical backgrounds. Any company would be fortunate to have him because he brings exceptional dedication, strong problem-solving skills, and a consistent ability to deliver meaningful results.”\n\nHS\n\nHammaad Salman\n\nApril 4, 2026\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nDirect Manager\n\n“Raahim is a self-starter, innovative, resourceful and works 24/7 until the job is done. I worked with Raahim during my tenure at OPEN SV's President. He managed our entire web-presence and developed tools for operations from scratch.”\n\nAH\n\nAmer Haider\n\nFebruary 25, 2026\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nClient\n\n“I've had the pleasure of working with Raahim across multiple projects. Raahim is diligent, has strong work ethic, and exceptional IT acumen. He not only understands the technical landscape deeply but also brings a level of reliability that makes collaboration effortless. Raahim delivers high-quality work on time, every time, and often goes the extra mile to ensure project success. He is a dedicated professional with a bright future ahead, and I'm confident he will be an asset to any team or organization.”\n\nFY\n\nFarhan Younas\n\nNovember 20, 2025\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nSenior Colleague\n\n“I had the opportunity to work with Raahim on developing a website, and he did a solid job from start to finish. He was reliable, easy to communicate with, and delivered what we needed on time. I appreciated his ability to take feedback and quickly turn it into updates without any friction. Overall, a good professional to collaborate with, and I'm happy to recommend him.”\n\nSA\n\nSahar Arshad\n\nNovember 16, 2025\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nDirect Manager\n\n“I mentored Raahim during Folio3 Summer Internship program. He is really dedicated and talented and worked really hard throughout the internship program. He was one of the star performers of Folio3 Summer Internship program and contributed significantly towards the team project!”\n\nAK\n\nArbaz Khan\n\nOctober 7, 2025\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nDirect Manager\n\n“Raahim is an exceptionally talented student. He worked as an intern under my direct supervision in Smart Video Surveillance Lab, NCBC from June 2024 to March 2025. He was responsible for the development and fine tuning of back-end technology including Large Language / Machine Learning Models for a mobile application in React Native. He did a great job. He is hardworking, responsible, always available whenever needed. He surely would be an asset for any software company and highly recommended him for possible positions in Computer Science.”\n\nMA\n\nMuhammad Atif Tahir\n\nJune 3, 2025\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nSame Team\n\n“As Chair of the SYNERGY Leadership Forum 2025 at OPEN Silicon Valley, I've had the privilege of working closely with Raahim, who led the creation and development of our conference website. Raahim brought not only strong technical skills to the table but also a strategic mindset and sharp understanding of our goals—from the importance of timely speaker updates to ensuring a seamless user experience that aligned with the conference's broader vision. What stood out most was his responsiveness and clarity in communication. Raahim is not just quick to respond—he's thoughtful, energetic, and a fantastic listener. Even under tight deadlines, he remained positive and composed, translating ideas into action with impressive speed and accuracy. His ability to see both the big picture and the small details makes him an invaluable partner on any initiative. I wholeheartedly recommend Raahim to any team or organization looking for a talented, strategic, and collaborative web lead.”\n\nZJ\n\nZainab Jeewanjee\n\nApril 14, 2025\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nSenior Colleague\n\n“Very rarely does one come across young individuals with such a knack for hard work, learning and consistent effort. Having first been Raahim's counsellor in college, to then later having him as an intern at Alt Academy, I must say the growth I had witnessed was truly remarkable. He is one that doesn't shy away from fuelling his curiosity, always asking every question on his mind, while simultaneously pitching ideas with confidence. I believe wherever his path takes him, he is bound to offer immense value to any organisation.”\n\nMA\n\nMinahil Ahmed\n\nMarch 21, 2025\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nDirect Manager\n\n“I worked with Raahim for a few months over his summer break and found him to be an excellent addition to the team. He puts great efforts into ensuring that his work is high-quality and is very detail-oriented and responsible in doing so. Raahim is passionate about making a difference through his work and as a Content Associate, was able to channel that passion towards providing excellent academic resources for students. As part of a team, Raahim continues to think of the larger goal and iteratively improving procedures - rather than simply following the traditional methods. This motivates him to go above and beyond in ensuring growth and advancement.”\n\nAH\n\nAshfia Hasan\n\nOctober 30, 2023\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nClassmate\n\n“I've seen Raahim's transformational journey of becoming a confident individual from being a shy tech enthusiast, thanks to the countless hours we spent studying together and discussing new ideas. Our collaborative efforts extended beyond the classroom, working together on various projects where Raahim's talents truly shone through. His ability to build fantastic websites and his enthusiasm for attending networking events proved his commitment to growth and development. Throughout my experience with Raahim, I found him to be a passionate individual who aimed to put his best foot forward.”\n\nGD\n\nGaurav Dev\n\nApril 10, 2023\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nClassmate\n\n“I worked with Raahim in various projects throughout our time together at college. I found Raahim to be dedicated and hardworking, specifically in the areas of innovation and technology. Raahim likes to take on new opportunities and learn from others which makes him a great team player. Raahim is a highly skilled individual with expertise in web development, but really he can tackle anything that comes his way!”\n\nSS\n\nShayaan Salahuddin\n\nMarch 26, 2023\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\nDirect Manager\n\n“We knew Raahim was going to be an amazing addition to the team when he came to the interview prepared with a list of bugs on our website. He interned with us for a few months, and during this time I found him inquisitive and as someone who liked to innovate. He's very responsive, punctual, humble and an awesome team player. He brings great ideas to the table though he's a little shy sometimes.”\n\nMI\n\nMahad Imran\n\nSeptember 2, 2022\n\n[](https://www.linkedin.com/in/raahimirfan100/details/recommendations/)\n\n## < Contact />\n\n### Get In Touch\n\nI'm currently looking for AI, Backend, DevOps, and Product Management internships with a focus on scalable systems & real-world impact.\n\nFeel free to reach out if you'd like to connect!\n\n[[email protected]](mailto:[email protected])\n\n[+92-321-8133858](tel:+923218133858)\n\n[linkedin.com/in/raahimirfan100](https://linkedin.com/in/raahimirfan100)\n\n[github.com/raahimirfan100](https://github.com/raahimirfan100)\n\n### Send a Message\n",
  "markdownStats": {
    "images": 0,
    "links": 0,
    "tables": 0,
    "codeBlocks": 0,
    "headings": 21
  },
  "tokens": {
    "htmlTokens": 32281,
    "markdownTokens": 1031,
    "reduction": 31250,
    "reductionPercent": 97
  },
  "score": {
    "score": 76,
    "grade": "B",
    "dimensions": {
      "semanticHtml": {
        "score": 85,
        "weight": 20,
        "grade": "B",
        "checks": {
          "uses_article_or_main": {
            "score": 100,
            "weight": 20,
            "details": "Has <main>"
          },
          "proper_heading_hierarchy": {
            "score": 100,
            "weight": 25,
            "details": "Clean heading hierarchy"
          },
          "semantic_elements": {
            "score": 24,
            "weight": 20,
            "details": "12 semantic elements, 155 divs (ratio: 7%)"
          },
          "meaningful_alt_texts": {
            "score": 100,
            "weight": 15,
            "details": "No images found"
          },
          "low_div_nesting": {
            "score": 100,
            "weight": 20,
            "details": "Avg div depth: 4.3, max: 7"
          }
        }
      },
      "contentEfficiency": {
        "score": 70,
        "weight": 25,
        "grade": "C",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "details": "97% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 0,
            "weight": 30,
            "details": "Content ratio: 4.6% (4490 content chars / 98518 HTML bytes)"
          },
          "minimal_inline_styles": {
            "score": 100,
            "weight": 15,
            "details": "3/688 elements with inline styles (0.4%)"
          },
          "reasonable_page_weight": {
            "score": 100,
            "weight": 15,
            "details": "HTML size: 96KB"
          }
        }
      },
      "aiDiscoverability": {
        "score": 55,
        "weight": 25,
        "grade": "D",
        "checks": {
          "has_llms_txt": {
            "score": 100,
            "weight": 20,
            "details": "llms.txt exists and is valid"
          },
          "has_robots_txt": {
            "score": 100,
            "weight": 10,
            "details": "robots.txt exists"
          },
          "robots_allows_ai_bots": {
            "score": 100,
            "weight": 15,
            "details": "All major AI bots allowed"
          },
          "has_sitemap": {
            "score": 100,
            "weight": 10,
            "details": "Sitemap found"
          },
          "supports_markdown_negotiation": {
            "score": 0,
            "weight": 25,
            "details": "No Markdown for Agents support detected"
          },
          "has_content_signals": {
            "score": 0,
            "weight": 20,
            "details": "No Content-Signal found (robots.txt or HTTP headers)"
          }
        }
      },
      "structuredData": {
        "score": 85,
        "weight": 15,
        "grade": "B",
        "checks": {
          "has_schema_org": {
            "score": 50,
            "weight": 30,
            "details": "JSON-LD found but basic types: WebSite, ProfilePage, CreativeWork, CreativeWork, ItemList"
          },
          "has_open_graph": {
            "score": 100,
            "weight": 25,
            "details": "All OG tags present"
          },
          "has_meta_description": {
            "score": 100,
            "weight": 20,
            "details": "Meta description: 151 chars"
          },
          "has_canonical_url": {
            "score": 100,
            "weight": 15,
            "details": "Canonical URL present"
          },
          "has_lang_attribute": {
            "score": 100,
            "weight": 10,
            "details": "lang=\"en\""
          }
        }
      },
      "accessibility": {
        "score": 100,
        "weight": 15,
        "grade": "A",
        "checks": {
          "content_without_js": {
            "score": 100,
            "weight": 40,
            "details": "Content available without JavaScript"
          },
          "reasonable_page_size": {
            "score": 100,
            "weight": 30,
            "details": "Page size: 96KB"
          },
          "fast_content_position": {
            "score": 100,
            "weight": 30,
            "details": "Main content starts at 15% of HTML"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "improve_content_ratio",
      "priority": "critical",
      "category": "contentEfficiency",
      "titleKey": "rec.improve_content_ratio.title",
      "descriptionKey": "rec.improve_content_ratio.description",
      "howToKey": "rec.improve_content_ratio.howto",
      "effort": "moderate",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "Content ratio: 4.6% (4490 content chars / 98518 HTML bytes)"
    },
    {
      "id": "add_markdown_negotiation",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_markdown_negotiation.title",
      "descriptionKey": "rec.add_markdown_negotiation.description",
      "howToKey": "rec.add_markdown_negotiation.howto",
      "effort": "significant",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "No Markdown for Agents support detected"
    },
    {
      "id": "add_content_signals",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_content_signals.title",
      "descriptionKey": "rec.add_content_signals.description",
      "howToKey": "rec.add_content_signals.howto",
      "effort": "quick-win",
      "estimatedImpact": 5,
      "checkScore": 0,
      "checkDetails": "No Content-Signal found (robots.txt or HTTP headers)"
    },
    {
      "id": "add_semantic_elements",
      "priority": "high",
      "category": "semanticHtml",
      "titleKey": "rec.add_semantic_elements.title",
      "descriptionKey": "rec.add_semantic_elements.description",
      "howToKey": "rec.add_semantic_elements.howto",
      "effort": "moderate",
      "estimatedImpact": 5,
      "checkScore": 24,
      "checkDetails": "12 semantic elements, 155 divs (ratio: 7%)"
    }
  ],
  "llmsTxtPreview": "# Raahim Irfan\n\n> Implemented a Turing Machine anagram checker in Python and PyQt5 with both GUI and CLI interfaces; visualized step-by-step state transitions and tape manipulation to demonstrate core computational theory and algorithm design principles.\n\n## Main\n- [Raahim Irfan | Software Engineer](https://raah.im): I build cool stuff with code. Looking for AI, Backend, DevOps, and Product Management internships with a focus on scala…\n- [Raahim Irfan](https://raah.im/)\n\n",
  "llmsTxtExisting": "# raah.im — Raahim Irfan\n\n> Personal portfolio and URL shortener by Raahim Irfan, a Software Engineer specialising in AI, backend systems, and DevOps. Runs 100% on Cloudflare.\n\n## About\n\nRaahim Irfan is a Software Engineer based in Karachi, Pakistan. He builds scalable backend systems, AI integrations, and DevOps tooling, and is seeking internships in AI, Backend, DevOps, and Product Management.\n\n- LinkedIn: https://linkedin.com/in/raahimirfan100\n- GitHub: https://github.com/raahimirfan100\n\n## Public Content\n\n- Portfolio homepage at https://raah.im — work experience, education, projects, skills, and contact information\n- Link shortener: raah.im acts as a personal URL shortener; short links redirect to their destinations\n\n## Private / Not for Indexing\n\n- Dashboard at /dashboard/ — requires authentication, not public\n- API at /api/ — programmatic access, not intended for indexing\n- API documentation at /_docs/ — internal developer reference only",
  "emergingProtocols": {
    "oauthDiscovery": {
      "exists": false,
      "url": "https://raah.im/.well-known/oauth-authorization-server"
    },
    "mcpServerCard": {
      "exists": false,
      "url": "https://raah.im/.well-known/mcp.json"
    },
    "a2aAgentCard": {
      "exists": false,
      "url": "https://raah.im/.well-known/agent.json"
    },
    "count": 0
  },
  "snippets": [
    {
      "id": "add_content_signals",
      "title": "Add Content-Signal directives",
      "description": "Content-Signal tells AI agents how they may use your content. The canonical location is robots.txt, but you can also expose it as an HTTP header from any stack.",
      "language": "txt",
      "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no",
      "filename": "/robots.txt",
      "stacks": [
        {
          "id": "robots",
          "label": "robots.txt",
          "language": "txt",
          "filename": "/robots.txt",
          "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no"
        },
        {
          "id": "nginx",
          "label": "Nginx",
          "language": "nginx",
          "filename": "server block",
          "code": "# Inside your server { } block:\nadd_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;"
        },
        {
          "id": "apache",
          "label": "Apache",
          "language": "apache",
          "filename": ".htaccess",
          "code": "# In .htaccess (or VirtualHost):\nHeader set Content-Signal \"search=yes, ai-input=yes, ai-train=no\""
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// In your theme's functions.php or a small mu-plugin\nadd_action('send_headers', function () {\n    header('Content-Signal: search=yes, ai-input=yes, ai-train=no');\n});\n\n// Optional: also append the directive to the dynamic robots.txt\nadd_filter('robots_txt', function ($output) {\n    return $output . \"\\nContent-Signal: search=yes, ai-input=yes, ai-train=no\\n\";\n}, 10, 1);"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "middleware.ts",
          "code": "// middleware.ts (Next.js 13+ App Router or Pages Router)\nimport { NextResponse } from 'next/server';\nexport function middleware() {\n  const res = NextResponse.next();\n  res.headers.set(\n    'Content-Signal',\n    'search=yes, ai-input=yes, ai-train=no'\n  );\n  return res;\n}\nexport const config = { matcher: '/:path*' };"
        },
        {
          "id": "cloudflare",
          "label": "Cloudflare Workers",
          "language": "javascript",
          "filename": "worker.js",
          "code": "// Cloudflare Worker that proxies your origin and adds the header\nexport default {\n  async fetch(request, env, ctx) {\n    const res = await fetch(request);\n    const newRes = new Response(res.body, res);\n    newRes.headers.set(\n      'Content-Signal',\n      'search=yes, ai-input=yes, ai-train=no'\n    );\n    return newRes;\n  },\n};"
        },
        {
          "id": "express",
          "label": "Express / Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Express\napp.use((req, res, next) => {\n  res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n  reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  done();\n});"
        }
      ]
    },
    {
      "id": "add_markdown_negotiation",
      "title": "Support Markdown for Agents",
      "description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
      "language": "html",
      "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
      "filename": "<head>",
      "stacks": [
        {
          "id": "html",
          "label": "HTML <head>",
          "language": "html",
          "filename": "<head>",
          "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        },
        {
          "id": "express",
          "label": "Express",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n  res.setHeader('Vary', 'Accept');\n  res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    res.type('text/markdown; charset=utf-8');\n    return res.send(renderMarkdown('page'));\n  }\n  res.render('page');\n});"
        },
        {
          "id": "fastify",
          "label": "Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n  reply.header('Vary', 'Accept');\n  reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n  }\n  return reply.view('/page.ejs');\n});"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "app/page/route.ts",
          "code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n  const accept = req.headers.get('accept') || '';\n  if (accept.includes('text/markdown')) {\n    return new Response(await renderMarkdown('page'), {\n      headers: {\n        'Content-Type': 'text/markdown; charset=utf-8',\n        'Vary': 'Accept',\n      },\n    });\n  }\n  // Fall through to the page component\n  return new Response(null, { status: 404 });\n}"
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n    if (!is_singular()) return;\n    $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n    if (strpos($accept, 'text/markdown') === false) return;\n    header('Content-Type: text/markdown; charset=utf-8');\n    header('Vary: Accept');\n    $post = get_queried_object();\n    echo \"# \" . get_the_title($post) . \"\\n\\n\";\n    echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n    exit;\n});"
        },
        {
          "id": "static",
          "label": "Hugo / Jekyll / Astro",
          "language": "txt",
          "filename": "static/page.md",
          "code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n#   <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        }
      ]
    }
  ]
}

Use our API to get this programmatically (coming soon)