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    RaphaelFakhri/README.md

    Hi, I'm Raphael 👋

    Python engineer focused on web scraping, data extraction, and LLM-assisted automation — MSc in Computer Science, AUB.

    I care about the unglamorous parts of data work: dynamic / JS-rendered sources, anti-bot handling, validation and cross-source consistency, and pipelines that fail loudly instead of quietly shipping bad data. Recent builds, all live:

    • scrapehub — async scraping framework (BeautifulSoup + Playwright)
    • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
    • apify-aws-actor — self-monitoring Apify actor, AWS-deployable

    Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.

    📫 fakhriraphael@gmail.com · Book a call

    Pinned Loading

    1. apify-aws-actorapify-aws-actorPublic

      Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

      Python

    2. llm-extractllm-extractPublic

      LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

      Python

    3. scrapehubscrapehubPublic

      Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

      Python

    , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
     blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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      RaphaelFakhri/README.md
      Hi, I'm Raphael 👋
      Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
      I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
      • scrapehub — async scraping framework (BeautifulSoup + Playwright)
      • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
      • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
      Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
      📫 fakhriraphael@gmail.com · Book a call
      
Pinned
Loading
      1. apify-aws-actorapify-aws-actorPublic
        
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

        Python
      2. llm-extractllm-extractPublic
        
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

        Python
      3. scrapehubscrapehubPublic
        
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

        Python
      
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

      Skip to content
      View RaphaelFakhri's full-sized avatar
        Achievements
        Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
        Achievements
        Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
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        RaphaelFakhri/README.md
        Hi, I'm Raphael 👋
        Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
        I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
        • scrapehub — async scraping framework (BeautifulSoup + Playwright)
        • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
        • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
        Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
        📫 fakhriraphael@gmail.com · Book a call
        
Pinned
Loading
        1. apify-aws-actorapify-aws-actorPublic
          
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

          Python
        2. llm-extractllm-extractPublic
          
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

          Python
        3. scrapehubscrapehubPublic
          
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

          Python
        
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

        Skip to content
        View RaphaelFakhri's full-sized avatar
          Achievements
          Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
          Achievements
          Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
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          RaphaelFakhri/README.md
          Hi, I'm Raphael 👋
          Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
          I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
          • scrapehub — async scraping framework (BeautifulSoup + Playwright)
          • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
          • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
          Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
          📫 fakhriraphael@gmail.com · Book a call
          
Pinned
Loading
          1. apify-aws-actorapify-aws-actorPublic
            
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

            Python
          2. llm-extractllm-extractPublic
            
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

            Python
          3. scrapehubscrapehubPublic
            
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

            Python
          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

          Skip to content
          View RaphaelFakhri's full-sized avatar
            Achievements
            Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
            Achievements
            Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
            Highlights
            • 
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            RaphaelFakhri/README.md
            Hi, I'm Raphael 👋
            Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
            I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
            • scrapehub — async scraping framework (BeautifulSoup + Playwright)
            • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
            • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
            Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
            📫 fakhriraphael@gmail.com · Book a call
            
Pinned
Loading
            1. apify-aws-actorapify-aws-actorPublic
              
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

              Python
            2. llm-extractllm-extractPublic
              
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

              Python
            3. scrapehubscrapehubPublic
              
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

              Python
            
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

            Skip to content
            View RaphaelFakhri's full-sized avatar
              Achievements
              Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
              Achievements
              Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
              Highlights
              • 
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              RaphaelFakhri/README.md
              Hi, I'm Raphael 👋
              Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
              I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
              • scrapehub — async scraping framework (BeautifulSoup + Playwright)
              • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
              • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
              Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
              📫 fakhriraphael@gmail.com · Book a call
              
Pinned
Loading
              1. apify-aws-actorapify-aws-actorPublic
                
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

                Python
              2. llm-extractllm-extractPublic
                
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

                Python
              3. scrapehubscrapehubPublic
                
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

                Python
              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

              Skip to content
              View RaphaelFakhri's full-sized avatar
                Achievements
                Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
                Achievements
                Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
                Highlights
                • 
Pro

                
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                RaphaelFakhri/README.md
                Hi, I'm Raphael 👋
                Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
                I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
                • scrapehub — async scraping framework (BeautifulSoup + Playwright)
                • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
                • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
                Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
                📫 fakhriraphael@gmail.com · Book a call
                
Pinned
Loading
                1. apify-aws-actorapify-aws-actorPublic
                  
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

                  Python
                2. llm-extractllm-extractPublic
                  
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

                  Python
                3. scrapehubscrapehubPublic
                  
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

                  Python
                
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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                  Achievements
                  Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
                  Achievements
                  Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLO
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                  RaphaelFakhri/README.md
                  Hi, I'm Raphael 👋
                  Python engineer focused on web scraping, data extraction, and LLM-assisted
automation — MSc in Computer Science, AUB.
                  I care about the unglamorous parts of data work: dynamic / JS-rendered sources,
anti-bot handling, validation and cross-source consistency, and pipelines that
fail loudly instead of quietly shipping bad data. Recent builds, all live:
                  • scrapehub — async scraping framework (BeautifulSoup + Playwright)
                  • llm-extract — LLM extraction with a pydantic + cross-source consistency gate
                  • apify-aws-actor — self-monitoring Apify actor, AWS-deployable
                  Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
                  📫 fakhriraphael@gmail.com · Book a call
                  
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                  1. apify-aws-actorapify-aws-actorPublic
                    
Production-shaped Apify actor: scrape → bounded-concurrency batching → OpenRouter enrichment → schema-drift monitoring/alerting → AWS Fargate/Lambda deployable. Live demo: https://actor.symbai.dev

                    Python
                  2. llm-extractllm-extractPublic
                    
LLM-assisted extraction pipeline: messy HTML → OpenRouter → normalize → pydantic v2 validate → cross-source consistency → verification gate. Live demo: https://extract.symbai.dev

                    Python
                  3. scrapehubscrapehubPublic
                    
Async, headless web-scraping framework for sanctioned sources — BeautifulSoup + Playwright, rotating proxies/UAs, polite rate-limiting, retry/backoff, async batching, pydantic-validated CSV/JSON. L…

                    Python