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    Achievement: Pull SharkAchievement: Pair Extraordinaire

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    crunchdomo/README.md

    👋 Hi, I'm Adam Oentoro!

    I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.

    🎓 Education

    • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
    • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)

    💼 Current Work

    AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)

    • Producing technical content and thought leadership for financial services and fintech markets
    • Supporting market research and client strategy in Southeast Asian markets
    • Contributing to pre-sales discussions and vendor evaluations

    Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)

    • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
    • Tailoring compliance controls and technical implementations for diverse environments

    Infrastructure & Home Automation Engineer (Feb 2026 – Present)

    • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
    • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
    • Engineered multi-zone climate control with real-time monitoring and visualization

    💡 Featured Projects

    thesis-cooking-conversation-final

    MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction

    • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
    • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
    • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies

    init-config

    Ansible Homelab Configuration

    • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
    • Automated deployment with vault-encrypted secrets management
    • Active development (March 2026)

    restful-api-kpn-assessment

    RESTful API Development

    • Backend API design and implementation in Python
    • Demonstrates production API patterns and best practices

    BSc Thesis: MockSAS

    Python Library for Self-Adaptive Systems Research

    • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
    • DingNet IoT profile for multi-armed bandit decision policy benchmarking

    🛠️ Technical Skills

    Programming: Python, Java, Rust, SQL
    AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
    Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
    Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
    Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems

    🎓 Recent Certifications

    • Databricks Fundamentals (2025)
    • NVIDIA: LLM Evaluation and Light Customization (2025)
    • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
    • AWS Machine Learning Foundations (2022)

    📫 Connect with Me

    Open to collaboration on AI research, infrastructure projects, and consulting opportunities!

    Building intelligent systems from research to production 🚀

    Pinned Loading

    1. KRW-DarkWebKRW-DarkWebPublic

      HTML

    2. Learning-MachinesLearning-MachinesPublic

      Mr Roboto says beep boop

      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" + '

    Skip to content
    View crunchdomo's full-sized avatar
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      Achievements
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      Achievements
      Achievement: Pull SharkAchievement: Pair Extraordinaire
      
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      crunchdomo/README.md
      👋 Hi, I'm Adam Oentoro!
      I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
      🎓 Education
      • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
      • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
      💼 Current Work
      AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
      • Producing technical content and thought leadership for financial services and fintech markets
      • Supporting market research and client strategy in Southeast Asian markets
      • Contributing to pre-sales discussions and vendor evaluations
      Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
      • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
      • Tailoring compliance controls and technical implementations for diverse environments
      Infrastructure & Home Automation Engineer (Feb 2026 – Present)
      • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
      • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
      • Engineered multi-zone climate control with real-time monitoring and visualization
      💡 Featured Projects
      thesis-cooking-conversation-final
      MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
      • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
      • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
      • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
      init-config
      Ansible Homelab Configuration
      • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
      • Automated deployment with vault-encrypted secrets management
      • Active development (March 2026)
      restful-api-kpn-assessment
      RESTful API Development
      • Backend API design and implementation in Python
      • Demonstrates production API patterns and best practices
      BSc Thesis: MockSAS
      Python Library for Self-Adaptive Systems Research
      • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
      • DingNet IoT profile for multi-armed bandit decision policy benchmarking
      🛠️ Technical Skills
      Programming: Python, Java, Rust, SQL
      AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
      Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
      Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
      Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
      🎓 Recent Certifications
      • Databricks Fundamentals (2025)
      • NVIDIA: LLM Evaluation and Light Customization (2025)
      • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
      • AWS Machine Learning Foundations (2022)
      📫 Connect with Me
      Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
      Building intelligent systems from research to production 🚀
      
Pinned
Loading
      1. KRW-DarkWebKRW-DarkWebPublic
        HTML
      2. Learning-MachinesLearning-MachinesPublic
        
Mr Roboto says beep boop

        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 crunchdomo's full-sized avatar
      1
follower
 · 0
following

        Achievements
        Achievement: Pull SharkAchievement: Pair Extraordinaire
        Achievements
        Achievement: Pull SharkAchievement: Pair Extraordinaire
        
Block or report crunchdomo

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        crunchdomo/README.md
        👋 Hi, I'm Adam Oentoro!
        I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
        🎓 Education
        • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
        • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
        💼 Current Work
        AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
        • Producing technical content and thought leadership for financial services and fintech markets
        • Supporting market research and client strategy in Southeast Asian markets
        • Contributing to pre-sales discussions and vendor evaluations
        Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
        • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
        • Tailoring compliance controls and technical implementations for diverse environments
        Infrastructure & Home Automation Engineer (Feb 2026 – Present)
        • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
        • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
        • Engineered multi-zone climate control with real-time monitoring and visualization
        💡 Featured Projects
        thesis-cooking-conversation-final
        MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
        • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
        • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
        • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
        init-config
        Ansible Homelab Configuration
        • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
        • Automated deployment with vault-encrypted secrets management
        • Active development (March 2026)
        restful-api-kpn-assessment
        RESTful API Development
        • Backend API design and implementation in Python
        • Demonstrates production API patterns and best practices
        BSc Thesis: MockSAS
        Python Library for Self-Adaptive Systems Research
        • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
        • DingNet IoT profile for multi-armed bandit decision policy benchmarking
        🛠️ Technical Skills
        Programming: Python, Java, Rust, SQL
        AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
        Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
        Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
        Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
        🎓 Recent Certifications
        • Databricks Fundamentals (2025)
        • NVIDIA: LLM Evaluation and Light Customization (2025)
        • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
        • AWS Machine Learning Foundations (2022)
        📫 Connect with Me
        Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
        Building intelligent systems from research to production 🚀
        
Pinned
Loading
        1. KRW-DarkWebKRW-DarkWebPublic
          HTML
        2. Learning-MachinesLearning-MachinesPublic
          
Mr Roboto says beep boop

          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 crunchdomo's full-sized avatar
        1
follower
 · 0
following

          Achievements
          Achievement: Pull SharkAchievement: Pair Extraordinaire
          Achievements
          Achievement: Pull SharkAchievement: Pair Extraordinaire
          
Block or report crunchdomo

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          crunchdomo/README.md
          👋 Hi, I'm Adam Oentoro!
          I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
          🎓 Education
          • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
          • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
          💼 Current Work
          AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
          • Producing technical content and thought leadership for financial services and fintech markets
          • Supporting market research and client strategy in Southeast Asian markets
          • Contributing to pre-sales discussions and vendor evaluations
          Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
          • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
          • Tailoring compliance controls and technical implementations for diverse environments
          Infrastructure & Home Automation Engineer (Feb 2026 – Present)
          • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
          • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
          • Engineered multi-zone climate control with real-time monitoring and visualization
          💡 Featured Projects
          thesis-cooking-conversation-final
          MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
          • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
          • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
          • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
          init-config
          Ansible Homelab Configuration
          • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
          • Automated deployment with vault-encrypted secrets management
          • Active development (March 2026)
          restful-api-kpn-assessment
          RESTful API Development
          • Backend API design and implementation in Python
          • Demonstrates production API patterns and best practices
          BSc Thesis: MockSAS
          Python Library for Self-Adaptive Systems Research
          • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
          • DingNet IoT profile for multi-armed bandit decision policy benchmarking
          🛠️ Technical Skills
          Programming: Python, Java, Rust, SQL
          AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
          Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
          Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
          Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
          🎓 Recent Certifications
          • Databricks Fundamentals (2025)
          • NVIDIA: LLM Evaluation and Light Customization (2025)
          • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
          • AWS Machine Learning Foundations (2022)
          📫 Connect with Me
          Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
          Building intelligent systems from research to production 🚀
          
Pinned
Loading
          1. KRW-DarkWebKRW-DarkWebPublic
            HTML
          2. Learning-MachinesLearning-MachinesPublic
            
Mr Roboto says beep boop

            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 crunchdomo's full-sized avatar
          1
follower
 · 0
following

            Achievements
            Achievement: Pull SharkAchievement: Pair Extraordinaire
            Achievements
            Achievement: Pull SharkAchievement: Pair Extraordinaire
            
Block or report crunchdomo

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            crunchdomo/README.md
            👋 Hi, I'm Adam Oentoro!
            I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
            🎓 Education
            • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
            • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
            💼 Current Work
            AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
            • Producing technical content and thought leadership for financial services and fintech markets
            • Supporting market research and client strategy in Southeast Asian markets
            • Contributing to pre-sales discussions and vendor evaluations
            Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
            • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
            • Tailoring compliance controls and technical implementations for diverse environments
            Infrastructure & Home Automation Engineer (Feb 2026 – Present)
            • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
            • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
            • Engineered multi-zone climate control with real-time monitoring and visualization
            💡 Featured Projects
            thesis-cooking-conversation-final
            MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
            • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
            • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
            • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
            init-config
            Ansible Homelab Configuration
            • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
            • Automated deployment with vault-encrypted secrets management
            • Active development (March 2026)
            restful-api-kpn-assessment
            RESTful API Development
            • Backend API design and implementation in Python
            • Demonstrates production API patterns and best practices
            BSc Thesis: MockSAS
            Python Library for Self-Adaptive Systems Research
            • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
            • DingNet IoT profile for multi-armed bandit decision policy benchmarking
            🛠️ Technical Skills
            Programming: Python, Java, Rust, SQL
            AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
            Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
            Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
            Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
            🎓 Recent Certifications
            • Databricks Fundamentals (2025)
            • NVIDIA: LLM Evaluation and Light Customization (2025)
            • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
            • AWS Machine Learning Foundations (2022)
            📫 Connect with Me
            Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
            Building intelligent systems from research to production 🚀
            
Pinned
Loading
            1. KRW-DarkWebKRW-DarkWebPublic
              HTML
            2. Learning-MachinesLearning-MachinesPublic
              
Mr Roboto says beep boop

              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 crunchdomo's full-sized avatar
            1
follower
 · 0
following

              Achievements
              Achievement: Pull SharkAchievement: Pair Extraordinaire
              Achievements
              Achievement: Pull SharkAchievement: Pair Extraordinaire
              
Block or report crunchdomo

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              crunchdomo/README.md
              👋 Hi, I'm Adam Oentoro!
              I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
              🎓 Education
              • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
              • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
              💼 Current Work
              AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
              • Producing technical content and thought leadership for financial services and fintech markets
              • Supporting market research and client strategy in Southeast Asian markets
              • Contributing to pre-sales discussions and vendor evaluations
              Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
              • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
              • Tailoring compliance controls and technical implementations for diverse environments
              Infrastructure & Home Automation Engineer (Feb 2026 – Present)
              • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
              • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
              • Engineered multi-zone climate control with real-time monitoring and visualization
              💡 Featured Projects
              thesis-cooking-conversation-final
              MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
              • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
              • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
              • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
              init-config
              Ansible Homelab Configuration
              • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
              • Automated deployment with vault-encrypted secrets management
              • Active development (March 2026)
              restful-api-kpn-assessment
              RESTful API Development
              • Backend API design and implementation in Python
              • Demonstrates production API patterns and best practices
              BSc Thesis: MockSAS
              Python Library for Self-Adaptive Systems Research
              • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
              • DingNet IoT profile for multi-armed bandit decision policy benchmarking
              🛠️ Technical Skills
              Programming: Python, Java, Rust, SQL
              AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
              Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
              Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
              Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
              🎓 Recent Certifications
              • Databricks Fundamentals (2025)
              • NVIDIA: LLM Evaluation and Light Customization (2025)
              • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
              • AWS Machine Learning Foundations (2022)
              📫 Connect with Me
              Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
              Building intelligent systems from research to production 🚀
              
Pinned
Loading
              1. KRW-DarkWebKRW-DarkWebPublic
                HTML
              2. Learning-MachinesLearning-MachinesPublic
                
Mr Roboto says beep boop

                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('^' + ".*" + '

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                Achievements
                Achievement: Pull SharkAchievement: Pair Extraordinaire
                Achievements
                Achievement: Pull SharkAchievement: Pair Extraordinaire
                
Block or report crunchdomo

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                crunchdomo/README.md
                👋 Hi, I'm Adam Oentoro!
                I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
                🎓 Education
                • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
                • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
                💼 Current Work
                AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
                • Producing technical content and thought leadership for financial services and fintech markets
                • Supporting market research and client strategy in Southeast Asian markets
                • Contributing to pre-sales discussions and vendor evaluations
                Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
                • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
                • Tailoring compliance controls and technical implementations for diverse environments
                Infrastructure & Home Automation Engineer (Feb 2026 – Present)
                • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
                • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
                • Engineered multi-zone climate control with real-time monitoring and visualization
                💡 Featured Projects
                thesis-cooking-conversation-final
                MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
                • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
                • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
                • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
                init-config
                Ansible Homelab Configuration
                • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
                • Automated deployment with vault-encrypted secrets management
                • Active development (March 2026)
                restful-api-kpn-assessment
                RESTful API Development
                • Backend API design and implementation in Python
                • Demonstrates production API patterns and best practices
                BSc Thesis: MockSAS
                Python Library for Self-Adaptive Systems Research
                • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
                • DingNet IoT profile for multi-armed bandit decision policy benchmarking
                🛠️ Technical Skills
                Programming: Python, Java, Rust, SQL
                AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
                Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
                Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
                Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
                🎓 Recent Certifications
                • Databricks Fundamentals (2025)
                • NVIDIA: LLM Evaluation and Light Customization (2025)
                • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
                • AWS Machine Learning Foundations (2022)
                📫 Connect with Me
                Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
                Building intelligent systems from research to production 🚀
                
Pinned
Loading
                1. KRW-DarkWebKRW-DarkWebPublic
                  HTML
                2. Learning-MachinesLearning-MachinesPublic
                  
Mr Roboto says beep boop

                  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); }
})();
})();

                Skip to content
                View crunchdomo's full-sized avatar
                1
follower
 · 0
following

                  Achievements
                  Achievement: Pull SharkAchievement: Pair Extraordinaire
                  Achievements
                  Achievement: Pull SharkAchievement: Pair Extraordinaire
                  
Block or report crunchdomo

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Prevent this user from interacting with your repositories and sending you notifications.
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                  crunchdomo/README.md
                  👋 Hi, I'm Adam Oentoro!
                  I'm an MSc graduate in Artificial Intelligence from VU Amsterdam, specializing in Reinforcement Learning, LLM systems, and intelligent infrastructure. Currently working as an AI consultant and infrastructure engineer, bridging the gap between cutting-edge AI research and real-world deployment.
                  🎓 Education
                  • MSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2023–2025)
                  • BSc in Artificial Intelligence, Vrije Universiteit Amsterdam (2020–2023)
                  💼 Current Work
                  AI & Digital Solutions Consultant @ Aktiv Asia Management (Jan 2026 – Present)
                  • Producing technical content and thought leadership for financial services and fintech markets
                  • Supporting market research and client strategy in Southeast Asian markets
                  • Contributing to pre-sales discussions and vendor evaluations
                  Cybersecurity & Infrastructure Consultant @ Ankur Consulting (2025 – Present)
                  • Security framework assessments (PCI-DSS, SOC 2, ISO 27001) for fintech, banking, and manufacturing clients
                  • Tailoring compliance controls and technical implementations for diverse environments
                  Infrastructure & Home Automation Engineer (Feb 2026 – Present)
                  • Designed production-grade smart home infrastructure with 172 KNX devices integrated via Home Assistant
                  • Built deployment pipelines with Ansible, Docker, and Tailscale VPN
                  • Engineered multi-zone climate control with real-time monitoring and visualization
                  💡 Featured Projects
                  thesis-cooking-conversation-final
                  MSc Thesis — Multi-Ontology Augmentation for LLM-Based Cooking Instruction
                  • Multi-agent conversational AI integrating FoodOn ontology and USDA databases
                  • Benchmarked GPT-4, Claude 3.5, and Grok across 270 simulated teaching conversations
                  • Established deterministic experiment pipeline with linguistic profiling of LLM pedagogical strategies
                  init-config
                  Ansible Homelab Configuration
                  • Infrastructure-as-code for Matrix Synapse, Lancache, Nginx, and coturn
                  • Automated deployment with vault-encrypted secrets management
                  • Active development (March 2026)
                  restful-api-kpn-assessment
                  RESTful API Development
                  • Backend API design and implementation in Python
                  • Demonstrates production API patterns and best practices
                  BSc Thesis: MockSAS
                  Python Library for Self-Adaptive Systems Research
                  • Rapid scenario deployment for SAS behaviors and RL-based adaptation strategies
                  • DingNet IoT profile for multi-armed bandit decision policy benchmarking
                  🛠️ Technical Skills
                  Programming: Python, Java, Rust, SQL
                  AI/ML: PyTorch, TensorFlow, Stable Baselines3, LLM evaluation & customization
                  Infrastructure: AWS, Docker, Ansible, Home Assistant, KNX systems
                  Security & Compliance: PCI-DSS, SOC 2, ISO 27001 frameworks
                  Specialties: Reinforcement Learning, LLM Integration, Infrastructure Automation, IoT Systems
                  🎓 Recent Certifications
                  • Databricks Fundamentals (2025)
                  • NVIDIA: LLM Evaluation and Light Customization (2025)
                  • NVIDIA: Accelerated Computing in CUDA C/C++ (2025)
                  • AWS Machine Learning Foundations (2022)
                  📫 Connect with Me
                  Open to collaboration on AI research, infrastructure projects, and consulting opportunities!
                  Building intelligent systems from research to production 🚀
                  
Pinned
Loading
                  1. KRW-DarkWebKRW-DarkWebPublic
                    HTML
                  2. Learning-MachinesLearning-MachinesPublic
                    
Mr Roboto says beep boop

                    Python