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👨‍💻 About Me

🎯  I'm a Data Analyst who transforms complex, messy data into clear, actionable insights that power real business decisions.

📊  I believe in understanding why before jumping to how — context drives every analysis I do.

🤖  Beyond BI tools, I apply Machine Learning to enhance analytical outcomes with predictive intelligence.

🌍  Based in Egypt, open to remote & freelance opportunities worldwide.

💡  My philosophy: data quality first, visualization second, insight always.

🚀  Currently deepening expertise in AI-driven decision analytics.

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🛠️ Tech Stack & Tools

📊 Business Intelligence & Analytics

🐍 Python Ecosystem

🤖 Machine Learning & AI

🗄️ Databases & Tools

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🔍 Core Analytical Competencies

📐 Data Engineering 🔧 Advanced data cleaning & transformation pipelines 🔗 Complex SQL — CTEs, Window Functions, Subqueries ⚡ Power Query for automated data refresh ✅ Data validation & quality assurance frameworks	📈 Analytics & Visualization 📊 Interactive Power BI dashboards with DAX modeling 🎨 Data storytelling with Matplotlib & Seaborn 🔎 Trend analysis, pattern recognition & anomaly detection 📉 KPI monitoring & business performance reporting
🤖 Predictive Analytics 🧠 Supervised learning: Regression & Classification 🔬 Feature engineering & model evaluation 🌐 Neural networks fundamentals 🎯 ML for decision support — not black-box predictions	💼 Business Acumen 🗺️ Translating business questions → structured data problems 📣 Communicating insights to non-technical stakeholders 🏆 Connecting data outcomes to real business impact 🔄 Iterative analysis aligned with strategic objectives

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🎓 Microsoft Certifications

Microsoft Certified Power BI Data Analyst Associate

Microsoft Certified Fabric Analytics Engineer Associate

Microsoft Certified Fabric Data Engineer Associate

🏅 All certifications issued by Microsoft — verified via Microsoft Learn

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💡 My Data Analyst Mindset

class DataAnalyst:

    def __init__(self):
        self.name        = "Tsabeh Hamed"
        self.role        = "Data Analyst"
        self.location    = "Egypt 🇪🇬"
        self.philosophy  = "Why before How — context drives every analysis"
        self.available   = "Remote & Freelance Ready 🌍"

    @property
    def certifications(self):
        return [
            "🏅 PL-300 — Microsoft Power BI Data Analyst Associate",
            "🏅 DP-600 — Microsoft Fabric Analytics Engineer Associate",
            "🏅 DP-700 — Microsoft Fabric Data Engineer Associate",
        ]

    @property
    def tech_stack(self):
        return {
            "BI & Reporting" : ["Excel", "Power BI", "DAX", "Power Query"],
            "Databases"      : ["SQL Server", "T-SQL", "CTEs", "Window Functions"],
            "Python"         : ["Pandas", "NumPy", "Matplotlib", "Seaborn", "Plotly"],
            "ML & AI"        : ["Scikit-learn", "TensorFlow", "Keras"],
        }

    def what_makes_me_different(self):
        return [
            "📌 Strong foundation in both BI and Python analytics",
            "🎯 Analytical mindset: WHY first, HOW second",
            "🔗 Connect data insights to real business impact",
            "📣 Translate complexity into clarity for stakeholders",
            "🚀 Continuous learner in analytics, ML & AI",
        ]

me = DataAnalyst()

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📈 Skills Proficiency

Skill	Proficiency	Level
Microsoft Excel	████████████████████ 95%	⭐⭐⭐⭐⭐ Expert
SQL Server	██████████████████░░ 88%	⭐⭐⭐⭐⭐ Expert
Power BI & DAX	██████████████████░░ 85%	⭐⭐⭐⭐⭐ Expert
Python (Pandas/NumPy)	████████████████░░░░ 80%	⭐⭐⭐⭐ Advanced
Data Visualization	████████████████░░░░ 80%	⭐⭐⭐⭐ Advanced
Machine Learning	█████████████░░░░░░░ 65%	⭐⭐⭐ Intermediate
Deep Learning	███████████░░░░░░░░░ 55%	⭐⭐⭐ Intermediate

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📬 Let's Connect & Collaborate

💼 Open to Data Analyst roles, BI projects, freelance analytics work & collaborations

  

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