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    MayarTurki1/README.md

    Hi, I'm Mayar Alowaydhi 👋

    Data Science Graduate | Data Analytics | Machine Learning | AI

    I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.

    Technical Skills

    Programming & Data

    Python · SQL · Pandas · NumPy · Excel

    Data Analytics & Visualization

    Power BI · Tableau · Matplotlib · Seaborn

    Machine Learning & AI

    Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers

    Tools & Databases

    MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda

    Featured Projects

    ⚖️ Tri-Model Smart Justice Framework (TMSJ)

    An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.

    Technologies: AI · NLP · Machine Learning

    View Project →

    Arabic Dialect Identification Using TF-IDF and MARBERT

    A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.

    Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT

    View Project →

    Lung Cancer Prediction: Machine Learning vs. Deep Learning

    A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

    Technologies: Python · Scikit-learn · TensorFlow · Pandas

    View Project →

    🤖 Intelligent Customer Support Chatbot

    A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.

    Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M

    View Project →

    Experience

    Kidana Development Company

    Seasonal Supervisor / Engineer

    • Supervised operational activities during the Hajj season.
    • Analyzed employee data and performance to support operational decision-making.
    • Supported daily operations and team coordination.

    Cooperative Training

    • Gained practical experience in data analysis and operational processes.
    • Supported reporting and data-driven decision-making.

    Education

    Bachelor’s Degree in Data Science

    Umm Al-Qura University

    GPA: 3.57 / 4.0

    Certifications & Recognition

    Certificate of Outstanding Performance — BSF

    Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.

    Data Analyst in Power — DataCamp

    50-hour professional training focused on data analysis and visualization using Power BI.

    Let's Connect

    I’m open to opportunities in data analytics, data science, AI, and machine learning.

    LinkedIn · Email

    Pinned Loading

    1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic

      Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ

      Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

      Python

    2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic

      Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

      Jupyter Notebook

    3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic

      Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

      Jupyter Notebook

    4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic

      NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

      Jupyter Notebook

    5. Data-Analysis-MLData-Analysis-MLPublic

      Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

      Jupyter Notebook

    , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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      MayarTurki1/README.md
      Hi, I'm Mayar Alowaydhi 👋
      Data Science Graduate | Data Analytics | Machine Learning | AI
      I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
      Technical Skills
      Programming & Data
      Python · SQL · Pandas · NumPy · Excel
      Data Analytics & Visualization
      Power BI · Tableau · Matplotlib · Seaborn
      Machine Learning & AI
      Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
      Tools & Databases
      MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
      Featured Projects
      ⚖️ Tri-Model Smart Justice Framework (TMSJ)
      An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
      Technologies: AI · NLP · Machine Learning
      View Project →
      Arabic Dialect Identification Using TF-IDF and MARBERT
      A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
      Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
      View Project →
      Lung Cancer Prediction: Machine Learning vs. Deep Learning
      A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
      Technologies: Python · Scikit-learn · TensorFlow · Pandas
      View Project →
      🤖 Intelligent Customer Support Chatbot
      A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
      Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
      View Project →
      Experience
      Kidana Development Company
      Seasonal Supervisor / Engineer
      • Supervised operational activities during the Hajj season.
      • Analyzed employee data and performance to support operational decision-making.
      • Supported daily operations and team coordination.
      Cooperative Training
      • Gained practical experience in data analysis and operational processes.
      • Supported reporting and data-driven decision-making.
      Education
      Bachelor’s Degree in Data Science
      Umm Al-Qura University
      GPA: 3.57 / 4.0
      Certifications & Recognition
      Certificate of Outstanding Performance — BSF
      Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
      Data Analyst in Power — DataCamp
      50-hour professional training focused on data analysis and visualization using Power BI.
      Let's Connect
      I’m open to opportunities in data analytics, data science, AI, and machine learning.
      LinkedIn · Email
      
Pinned
Loading
      1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
        
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
        
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

        Python
      2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
        
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

        Jupyter Notebook
      3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
        
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

        Jupyter Notebook
      4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
        
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

        Jupyter Notebook
      5. Data-Analysis-MLData-Analysis-MLPublic
        
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

        Jupyter Notebook
      
, '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
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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

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        MayarTurki1/README.md
        Hi, I'm Mayar Alowaydhi 👋
        Data Science Graduate | Data Analytics | Machine Learning | AI
        I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
        Technical Skills
        Programming & Data
        Python · SQL · Pandas · NumPy · Excel
        Data Analytics & Visualization
        Power BI · Tableau · Matplotlib · Seaborn
        Machine Learning & AI
        Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
        Tools & Databases
        MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
        Featured Projects
        ⚖️ Tri-Model Smart Justice Framework (TMSJ)
        An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
        Technologies: AI · NLP · Machine Learning
        View Project →
        Arabic Dialect Identification Using TF-IDF and MARBERT
        A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
        Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
        View Project →
        Lung Cancer Prediction: Machine Learning vs. Deep Learning
        A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
        Technologies: Python · Scikit-learn · TensorFlow · Pandas
        View Project →
        🤖 Intelligent Customer Support Chatbot
        A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
        Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
        View Project →
        Experience
        Kidana Development Company
        Seasonal Supervisor / Engineer
        • Supervised operational activities during the Hajj season.
        • Analyzed employee data and performance to support operational decision-making.
        • Supported daily operations and team coordination.
        Cooperative Training
        • Gained practical experience in data analysis and operational processes.
        • Supported reporting and data-driven decision-making.
        Education
        Bachelor’s Degree in Data Science
        Umm Al-Qura University
        GPA: 3.57 / 4.0
        Certifications & Recognition
        Certificate of Outstanding Performance — BSF
        Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
        Data Analyst in Power — DataCamp
        50-hour professional training focused on data analysis and visualization using Power BI.
        Let's Connect
        I’m open to opportunities in data analytics, data science, AI, and machine learning.
        LinkedIn · Email
        
Pinned
Loading
        1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
          
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
          
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

          Python
        2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
          
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

          Jupyter Notebook
        3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
          
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

          Jupyter Notebook
        4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
          
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

          Jupyter Notebook
        5. Data-Analysis-MLData-Analysis-MLPublic
          
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

          Jupyter Notebook
        
, '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 MayarTurki1's full-sized avatar
          
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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

          Report abuse
          
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          Report abuse
          MayarTurki1/README.md
          Hi, I'm Mayar Alowaydhi 👋
          Data Science Graduate | Data Analytics | Machine Learning | AI
          I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
          Technical Skills
          Programming & Data
          Python · SQL · Pandas · NumPy · Excel
          Data Analytics & Visualization
          Power BI · Tableau · Matplotlib · Seaborn
          Machine Learning & AI
          Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
          Tools & Databases
          MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
          Featured Projects
          ⚖️ Tri-Model Smart Justice Framework (TMSJ)
          An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
          Technologies: AI · NLP · Machine Learning
          View Project →
          Arabic Dialect Identification Using TF-IDF and MARBERT
          A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
          Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
          View Project →
          Lung Cancer Prediction: Machine Learning vs. Deep Learning
          A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
          Technologies: Python · Scikit-learn · TensorFlow · Pandas
          View Project →
          🤖 Intelligent Customer Support Chatbot
          A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
          Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
          View Project →
          Experience
          Kidana Development Company
          Seasonal Supervisor / Engineer
          • Supervised operational activities during the Hajj season.
          • Analyzed employee data and performance to support operational decision-making.
          • Supported daily operations and team coordination.
          Cooperative Training
          • Gained practical experience in data analysis and operational processes.
          • Supported reporting and data-driven decision-making.
          Education
          Bachelor’s Degree in Data Science
          Umm Al-Qura University
          GPA: 3.57 / 4.0
          Certifications & Recognition
          Certificate of Outstanding Performance — BSF
          Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
          Data Analyst in Power — DataCamp
          50-hour professional training focused on data analysis and visualization using Power BI.
          Let's Connect
          I’m open to opportunities in data analytics, data science, AI, and machine learning.
          LinkedIn · Email
          
Pinned
Loading
          1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
            
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
            
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

            Python
          2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
            
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

            Jupyter Notebook
          3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
            
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

            Jupyter Notebook
          4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
            
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

            Jupyter Notebook
          5. Data-Analysis-MLData-Analysis-MLPublic
            
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

            Jupyter Notebook
          
, '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 MayarTurki1's full-sized avatar
            
Block or report MayarTurki1

            Block user
            
Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.

            
You must be logged in to block users.

            
Content in all repositories owned by your account will be closed.

            
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

            Report abuse
            
Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

            Report abuse
            MayarTurki1/README.md
            Hi, I'm Mayar Alowaydhi 👋
            Data Science Graduate | Data Analytics | Machine Learning | AI
            I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
            Technical Skills
            Programming & Data
            Python · SQL · Pandas · NumPy · Excel
            Data Analytics & Visualization
            Power BI · Tableau · Matplotlib · Seaborn
            Machine Learning & AI
            Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
            Tools & Databases
            MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
            Featured Projects
            ⚖️ Tri-Model Smart Justice Framework (TMSJ)
            An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
            Technologies: AI · NLP · Machine Learning
            View Project →
            Arabic Dialect Identification Using TF-IDF and MARBERT
            A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
            Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
            View Project →
            Lung Cancer Prediction: Machine Learning vs. Deep Learning
            A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
            Technologies: Python · Scikit-learn · TensorFlow · Pandas
            View Project →
            🤖 Intelligent Customer Support Chatbot
            A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
            Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
            View Project →
            Experience
            Kidana Development Company
            Seasonal Supervisor / Engineer
            • Supervised operational activities during the Hajj season.
            • Analyzed employee data and performance to support operational decision-making.
            • Supported daily operations and team coordination.
            Cooperative Training
            • Gained practical experience in data analysis and operational processes.
            • Supported reporting and data-driven decision-making.
            Education
            Bachelor’s Degree in Data Science
            Umm Al-Qura University
            GPA: 3.57 / 4.0
            Certifications & Recognition
            Certificate of Outstanding Performance — BSF
            Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
            Data Analyst in Power — DataCamp
            50-hour professional training focused on data analysis and visualization using Power BI.
            Let's Connect
            I’m open to opportunities in data analytics, data science, AI, and machine learning.
            LinkedIn · Email
            
Pinned
Loading
            1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
              
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
              
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

              Python
            2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
              
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

              Jupyter Notebook
            3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
              
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

              Jupyter Notebook
            4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
              
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

              Jupyter Notebook
            5. Data-Analysis-MLData-Analysis-MLPublic
              
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

              Jupyter Notebook
            
, '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('^' + ".*" + '

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              MayarTurki1/README.md
              Hi, I'm Mayar Alowaydhi 👋
              Data Science Graduate | Data Analytics | Machine Learning | AI
              I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
              Technical Skills
              Programming & Data
              Python · SQL · Pandas · NumPy · Excel
              Data Analytics & Visualization
              Power BI · Tableau · Matplotlib · Seaborn
              Machine Learning & AI
              Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
              Tools & Databases
              MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
              Featured Projects
              ⚖️ Tri-Model Smart Justice Framework (TMSJ)
              An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
              Technologies: AI · NLP · Machine Learning
              View Project →
              Arabic Dialect Identification Using TF-IDF and MARBERT
              A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
              Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
              View Project →
              Lung Cancer Prediction: Machine Learning vs. Deep Learning
              A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
              Technologies: Python · Scikit-learn · TensorFlow · Pandas
              View Project →
              🤖 Intelligent Customer Support Chatbot
              A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
              Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
              View Project →
              Experience
              Kidana Development Company
              Seasonal Supervisor / Engineer
              • Supervised operational activities during the Hajj season.
              • Analyzed employee data and performance to support operational decision-making.
              • Supported daily operations and team coordination.
              Cooperative Training
              • Gained practical experience in data analysis and operational processes.
              • Supported reporting and data-driven decision-making.
              Education
              Bachelor’s Degree in Data Science
              Umm Al-Qura University
              GPA: 3.57 / 4.0
              Certifications & Recognition
              Certificate of Outstanding Performance — BSF
              Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
              Data Analyst in Power — DataCamp
              50-hour professional training focused on data analysis and visualization using Power BI.
              Let's Connect
              I’m open to opportunities in data analytics, data science, AI, and machine learning.
              LinkedIn · Email
              
Pinned
Loading
              1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
                
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
                
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

                Python
              2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
                
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

                Jupyter Notebook
              3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
                
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

                Jupyter Notebook
              4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
                
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

                Jupyter Notebook
              5. Data-Analysis-MLData-Analysis-MLPublic
                
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

                Jupyter Notebook
              
, '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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                MayarTurki1/README.md
                Hi, I'm Mayar Alowaydhi 👋
                Data Science Graduate | Data Analytics | Machine Learning | AI
                I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
                Technical Skills
                Programming & Data
                Python · SQL · Pandas · NumPy · Excel
                Data Analytics & Visualization
                Power BI · Tableau · Matplotlib · Seaborn
                Machine Learning & AI
                Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
                Tools & Databases
                MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
                Featured Projects
                ⚖️ Tri-Model Smart Justice Framework (TMSJ)
                An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
                Technologies: AI · NLP · Machine Learning
                View Project →
                Arabic Dialect Identification Using TF-IDF and MARBERT
                A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
                Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
                View Project →
                Lung Cancer Prediction: Machine Learning vs. Deep Learning
                A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
                Technologies: Python · Scikit-learn · TensorFlow · Pandas
                View Project →
                🤖 Intelligent Customer Support Chatbot
                A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
                Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
                View Project →
                Experience
                Kidana Development Company
                Seasonal Supervisor / Engineer
                • Supervised operational activities during the Hajj season.
                • Analyzed employee data and performance to support operational decision-making.
                • Supported daily operations and team coordination.
                Cooperative Training
                • Gained practical experience in data analysis and operational processes.
                • Supported reporting and data-driven decision-making.
                Education
                Bachelor’s Degree in Data Science
                Umm Al-Qura University
                GPA: 3.57 / 4.0
                Certifications & Recognition
                Certificate of Outstanding Performance — BSF
                Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
                Data Analyst in Power — DataCamp
                50-hour professional training focused on data analysis and visualization using Power BI.
                Let's Connect
                I’m open to opportunities in data analytics, data science, AI, and machine learning.
                LinkedIn · Email
                
Pinned
Loading
                1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
                  
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
                  
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

                  Python
                2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
                  
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

                  Jupyter Notebook
                3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
                  
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

                  Jupyter Notebook
                4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
                  
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

                  Jupyter Notebook
                5. Data-Analysis-MLData-Analysis-MLPublic
                  
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

                  Jupyter Notebook
                
, '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
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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

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                  Report abuse
                  MayarTurki1/README.md
                  Hi, I'm Mayar Alowaydhi 👋
                  Data Science Graduate | Data Analytics | Machine Learning | AI
                  I’m a Data Science graduate with practical experience across data analytics, machine learning, NLP, and AI. I enjoy transforming data into meaningful insights and building practical, data-driven solutions to real-world problems.
                  Technical Skills
                  Programming & Data
                  Python · SQL · Pandas · NumPy · Excel
                  Data Analytics & Visualization
                  Power BI · Tableau · Matplotlib · Seaborn
                  Machine Learning & AI
                  Scikit-learn · TensorFlow · PyTorch · NLP · Hugging Face · Transformers
                  Tools & Databases
                  MySQL · Jupyter Notebook · Google Colab · PyCharm · GitHub · Anaconda
                  Featured Projects
                  ⚖️ Tri-Model Smart Justice Framework (TMSJ)
                  An AI-powered framework specialized in Saudi commercial law, combining multiple AI models to support legal information and analysis.
                  Technologies: AI · NLP · Machine Learning
                  View Project →
                  Arabic Dialect Identification Using TF-IDF and MARBERT
                  A comparative NLP project evaluating traditional machine learning against a transformer-based approach for Arabic dialect classification.
                  Technologies: Python · NLP · TF-IDF · Logistic Regression · MARBERT
                  View Project →
                  Lung Cancer Prediction: Machine Learning vs. Deep Learning
                  A comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.
                  Technologies: Python · Scikit-learn · TensorFlow · Pandas
                  View Project →
                  🤖 Intelligent Customer Support Chatbot
                  A customer support chatbot exploring transformer-based models for response generation, query classification, and sentiment analysis.
                  Technologies: Python · NLP · Transformers · DialoGPT · RoBERTa · OPT-125M
                  View Project →
                  Experience
                  Kidana Development Company
                  Seasonal Supervisor / Engineer
                  • Supervised operational activities during the Hajj season.
                  • Analyzed employee data and performance to support operational decision-making.
                  • Supported daily operations and team coordination.
                  Cooperative Training
                  • Gained practical experience in data analysis and operational processes.
                  • Supported reporting and data-driven decision-making.
                  Education
                  Bachelor’s Degree in Data Science
                  Umm Al-Qura University
                  GPA: 3.57 / 4.0
                  Certifications & Recognition
                  Certificate of Outstanding Performance — BSF
                  Recognized for outstanding performance and commitment to excellence through a comprehensive e-learning and professional skill development program.
                  Data Analyst in Power — DataCamp
                  50-hour professional training focused on data analysis and visualization using Power BI.
                  Let's Connect
                  I’m open to opportunities in data analytics, data science, AI, and machine learning.
                  LinkedIn · Email
                  
Pinned
Loading
                  1. Tri-Model-Smart-Justice-Framework---TMSJTri-Model-Smart-Justice-Framework---TMSJPublic
                    
Forked from reuf-Alsharif/Tri-Model-Smart-Justice-Framework---TMSJ
                    
Tri-Model Smart Justice Framework for legal case extraction, generation, and prediction.

                    Python
                  2. Arabic-Dialect-Identification-TF-IDF-MARBERTArabic-Dialect-Identification-TF-IDF-MARBERTPublic
                    
Arabic dialect classification using TF-IDF + Logistic Regression and MARBERT, with comparative evaluation and an interactive Gradio interface.

                    Jupyter Notebook
                  3. Lung-Cancer-Prediction-ML-vs-MLPLung-Cancer-Prediction-ML-vs-MLPPublic
                    
Comparative evaluation of Decision Tree, Logistic Regression, Gradient Boosting, and MLP models for lung cancer prediction.

                    Jupyter Notebook
                  4. Customer-Support-Chatbot-DialoGPT-RoBERTa-OPTCustomer-Support-Chatbot-DialoGPT-RoBERTa-OPTPublic
                    
NLP-based customer support chatbot exploring RoBERTa classification, GPT-2 text generation, and semantic retrieval using Sentence Transformers and FAISS.

                    Jupyter Notebook
                  5. Data-Analysis-MLData-Analysis-MLPublic
                    
Data analysis and machine learning tasks covering text analysis, Naive Bayes classification, and market basket analysis.

                    Jupyter Notebook