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skills.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Work Experience - Ahmad Ahsan Saleem">
<link rel="icon" href="images/ml.ico" type="image/x-icon">
<title>Skills</title>
<link rel="stylesheet" href="css/style.css"> <!-- Link to external CSS -->
</head>
<body>
<!-- Header Navigation -->
<header>
<h1>Ahmad Ahsan Saleem</h1>
<nav>
<a href="index.html">Home</a>
<a href="education.html">Education</a>
<a href="work_experience.html">Work Experience</a>
<a href="projects.html">Projects</a>
<a href="skills.html">Skills</a>
<a href="certifications.html">Certifications</a>
<a href="contact.html">Contact</a>
</nav>
</header>
<div class="skills-section">
<!-- AI & Machine Learning -->
<div class="skill-column ai-ml">
<h2>AI & Machine Learning</h2>
<ul>
<li>Machine Learning (Regression, Classification, Clustering)</li>
<li>Deep Learning (Neural Networks: CNN, RNN, LSTM)</li>
<li>Natural Language Processing (NLP)</li>
<li>Convolutional Neural Networks (CNN)</li>
<li>Recurrent Neural Networks (RNN)</li>
<li>LSTM</li>
<li>Feature Selection</li>
<li>Predictive Modeling</li>
<li>Pattern Recognition</li>
<li>Anomaly Detection</li>
<li>Sentiment Analysis</li>
<li>Trend Analysis</li>
<li>Fraud Detection</li>
<li>Text Analytics</li>
<li>Dimensionality Reduction</li>
<li>Linear and Logistic Regression</li>
<li>Decision Trees</li>
<li>Random Forests</li>
<li>Gradient Descent</li>
<li>Support Vector Machines (SVM)</li>
<li>Naive Bayes</li>
<li>K-Nearest Neighbors (KNN)</li>
<li>Principal Component Analysis (PCA)</li>
<li>Time Series Analysis</li>
<li>Hyperparameter Tuning</li>
<li>Model Deployment</li>
</ul>
</div>
<!-- Data Engineering & Data Science -->
<div class="skill-column data-eng">
<h2>Data Engineering & Data Science</h2>
<ul>
<li>Data Mining and Analysis</li>
<li>Statistical Analysis</li>
<li>Data Preprocessing (Cleaning, Transformation)</li>
<li>Data Warehousing</li>
<li>Data Pipeline Development</li>
<li>Data Aggregation</li>
<li>Data Visualization</li>
<li>Data Security and Compliance Frameworks</li>
<li>ETL (Extract, Transform, Load)</li>
<li>Cloud Data Storage (AWS, Azure)</li>
<li>Big Data Technologies (Hadoop, Spark, HDFS, Hive)</li>
<li>Database Management (SQL, NoSQL, PostgreSQL, MySQL, MongoDB, Cassandra, Amazon Redshift)</li>
<li>Feature Engineering</li>
<li>Hypothesis Testing</li>
<li>Time Series Analysis</li>
<li>Data Screening and Normalization</li>
<li>Business Forecasting</li>
<li>Business Intelligence (BI) Tools (Tableau, Power BI)</li>
<li>Data Reporting and Dashboard Creation</li>
</ul>
</div>
<!-- Programming Languages & Tools -->
<div class="skill-column programming-tools">
<h2>Programming Languages & Tools</h2>
<ul>
<li>Python</li>
<li>R</li>
<li>SQL (T-SQL, PL/SQL)</li>
<li>Java</li>
<li>C#</li>
<li>C++</li>
<li>JavaScript</li>
<li>Scikit-Learn</li>
<li>NumPy</li>
<li>Pandas</li>
<li>TensorFlow</li>
<li>PyTorch</li>
<li>Keras</li>
<li>Apache Spark</li>
<li>Hive</li>
<li>Hadoop</li>
<li>Jupyter Notebook</li>
<li>RStudio</li>
<li>Tableau</li>
<li>Power BI</li>
<li>AWS Services (EC2, RDS, Lambda, S3, Glue, Redshift, Greengrass, SNS)</li>
<li>Azure</li>
<li>Google Cloud</li>
<li>Kafka</li>
<li>Docker</li>
<li>Kubernetes</li>
<li>Jenkins</li>
<li>ELK Stack</li>
<li>Git</li>
<li>Apache Server</li>
<li>Nginx Server</li>
<li>Weka</li>
<li>Putty</li>
<li>WinSCP</li>
<li>Android Studio</li>
<li>Unity</li>
<li>Apache Hadoop Ecosystem</li>
</ul>
</div>
<!-- Soft Skills -->
<div class="skill-column soft-skills">
<h2>Soft Skills</h2>
<ul>
<li>Strategic Project Management</li>
<li>Agile Methodology</li>
<li>Communication (Technical and Non-Technical Stakeholders)</li>
<li>Team Leadership and Mentoring</li>
<li>Problem-Solving and Analytical Thinking</li>
<li>Collaboration with Stakeholders</li>
<li>Cross-functional Team Coordination</li>
<li>Project Roadmap Development</li>
<li>Business Operations Improvement</li>
</ul>
</div>
</div>
<!-- Footer Section -->
<footer>
<p>© 2024 Ahmad Ahsan Saleem. All Rights Reserved.</p>
</footer>
</body>
</html>