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Junior Data Analyst with less than a year in Data Analysis & BI
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Assessing your cultural and operational fit
Junior Data Analyst with hands-on experience analyzing 5,000+ records and building Power BI/Tableau dashboards that improved reporting efficiency by 30% and reduced manual processing time by 40%. Proficient in Python, SQL, Excel, and Power BI, with expertise in EDA, data visualization, and NLP seeking an internship or entry-level role to drive data-driven decision-making.
Nahda University
Bachelor of Information Technology · Information Technology
August 1, 2021 – June 30, 2025
Employment Performance Dashboard
January 1, 2024 – December 31, 2024
Designed an interactive Power BI dashboard tracking 10+ KPIs including employee productivity, attendance, and performance ratings across multiple business units. Automated HR reporting using DAX measures, improving efficiency by 30% and reducing manual reporting time by 40%. Applied Power Query data cleaning to standardize employee records and ensure data accuracy across all dashboard reports.
Sales Data Analysis Dashboard
January 1, 2024 – December 31, 2024
Collected and cleaned 5,000+ sales transaction records using Python (Pandas, NumPy), handling missing values, duplicates, and outliers to ensure data integrity. Conducted EDA using Matplotlib and Seaborn to uncover seasonal trends and regional performance gaps, with findings projected to increase revenue by 15%. Built interactive Power BI dashboards to visualize sales performance across regions and product lines, supporting data-driven decision-making.
Customer Sentiment Analysis
January 1, 2024 – December 31, 2024
Preprocessed 2,000+ customer reviews using NLP techniques including tokenization, stopword removal, and TF-IDF vectorization. Built a Scikit-learn sentiment classification model achieving 85% accuracy across positive, neutral, and negative categories. Visualized sentiment trends using word clouds and distribution charts to deliver actionable product improvement recommendations.
NTI Data Analysis - Fayoum Branch
Unknown
June 1, 2026 – Present
NTI Data Analysis - Menoufia Branch
Unknown
June 1, 2026 – Present
Microsoft Excel Advanced
Unknown
June 1, 2026 – Present
SQL for Data Analysis
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects demonstrate a proactive approach to learning and applying data analysis techniques. The academic nature of all projects, however, suggests a lack of real-world, professional experience. The diversity of projects (sales, HR, customer sentiment) indicates a broad interest in applying data analysis across different domains. The certifications in Data Analysis, Excel, and SQL further support a commitment to the field. However, the absence of professional experience and the academic focus might require additional mentorship for cultural integration into a corporate environment.
Soft Skills & Operational Fit
The candidate lists several soft skills including Problem Solving, Critical Thinking, Communication, Teamwork, Attention to Detail, Time Management, and Adaptability. These are crucial for a data analyst role, especially in collaborative environments. The project descriptions indicate an ability to work with data from collection to visualization, suggesting a good operational fit for data-driven tasks.