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Data Analysis Portfolio

License: MIT Python Pandas Tableau Power BI

Data manipulation, statistical analysis, visualization, and deriving actionable insights from complex datasets. Showcasing 6+ years of experience in analytics and business intelligence.


🎯 About Me

Senior Data Engineer and Data Analyst with 6+ years of experience in analytics and market insights. Background in engineering, economics, and naval operations drives passion for IT, engineering, Business Intelligence, commerce, and sustainability. Dedicated to leveraging data to spark innovation and craft impactful solutions across diverse industries including commerce, IT, energy, and defense.


πŸ› οΈ Technical Skills

Data Analysis & Processing

SQL Python Pandas NumPy

Data Engineering

ETL Data Warehousing Hadoop Spark Databricks

Visualization & BI

Tableau Power BI Excel

Cloud & Tools

AWS Git Collibra

Methodologies

Agile Scrum Jira


πŸ“Š Featured Projects

1. Customer Churn Analysis

A comprehensive analysis of customer churn using advanced data analytics techniques.

Key Features:

  • Churn prediction modeling with 85% accuracy
  • Customer behavior analysis and segmentation
  • Risk factor identification using statistical methods
  • Retention strategy recommendations with ROI projections

Tech Stack: Python, SQL, Scikit-learn, Tableau


2. Sales Forecasting

End-to-end sales forecasting project focusing on time series analysis and predictive modeling.

Key Features:

  • Time series decomposition and trend analysis
  • Seasonality detection and modeling
  • Machine learning-based forecasting (ARIMA, Prophet)
  • Interactive dashboard for sales predictions

Tech Stack: Python, Pandas, Statsmodels, Prophet, Tableau


3. Customer Segmentation

Data-driven approach to segment customers for targeted marketing strategies.

Key Features:

  • K-means clustering algorithm implementation
  • RFM (Recency, Frequency, Monetary) analysis
  • Segment profiling and characterization
  • Actionable insights for marketing teams

Tech Stack: Python, Scikit-learn, SQL, Power BI


πŸ’Ό Professional Experience

Senior Data Engineer, BI & Data Analytics Department

Evalueserve Inc. | 2021 - Present

  • Collaborated with stakeholders to design data architectures
  • Managed relational databases and gained experience with Hive and Databricks
  • Performed data processing and analysis using Databricks notebooks and Spark SQL
  • Designed and implemented dashboards using Tableau and Power BI
  • Maintained data integrity through regular audits and troubleshooting

Senior Data Analyst, Financial & Investment Risk Oversight

Evalueserve Inc. | 2020 - 2021

  • Analyzed large datasets to uncover patterns indicative of fraudulent activities
  • Prepared detailed reports and dashboards for senior management
  • Led internal audits and investigations into suspected fraud cases
  • Participated in cross-functional projects to improve overall security and risk posture

πŸŽ“ Education

  • B.Sc. in Economics and Management - Federico Santa Maria Technical University (2017 - 2020)
  • B.Sc. as Navy Officer - Naval Polytechnic Academy, Chilean Navy (2010 - 2015)
    • Graduated in the top 5% of the '14 Class

πŸ“š Certifications

  • Google Data Analytics Specialization (Coursera)
  • Data Analyst Career Track (DataCamp)
  • Business Intelligence & Data Analyst (BIDA) Certification (CFI)
  • Scrum Fundamentals Certified (SCRUMstudy)

πŸ† Awards & Recognition

  • Naval Academy Scholarship (2010 - 2015)
  • Academic Excellence - Dean's List (2010 - 2014)
  • Distinguished Cadet - Dean's List (2011 - 2014)
  • Exchange Student Award (U.S.) (2013)

πŸ“ˆ Key Achievements

  • πŸ“Š Data Quality: Improved data accuracy by 30% through robust validation frameworks
  • πŸ’° Cost Reduction: Reduced data warehousing costs by 25% through optimization
  • ⏱️ Efficiency: Decreased report generation time by 40% through automation
  • 🎯 Business Impact: Enabled data-driven decisions leading to 15% revenue increase

πŸ“§ Contact

Fuad - Senior Data Engineer & Data Analyst

LinkedIn GitHub Email

Location: Santiago, Chile
Phone: +56-983731985


πŸ“ License

This project is licensed under the MIT License - see the LICENSE file for details.


Feel free to explore my repositories and don't hesitate to reach out for collaboration ideas! ⭐️

Made with ❀️ by Fuad

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This repository contains a collection of data analysis projects that demonstrate my skills in data manipulation, statistical analysis, data visualization, and deriving actionable insights from complex datasets.

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