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Data Analyst with less than a year in financial analysis, quantitative methods, and business analyti
Computational Finance undergraduate at NED University with strong foundations in financial analysis, quantitative methods, and business analytics. Skilled in Python, SQL, and Excel for financial modeling, data analysis, and performance evaluation. Experienced in interpreting financial metrics and building analytical dashboards to support business decision-making. Seeking a Finance or Business Analytics trainee role to contribute analytical insights and strategic problem solving.
NED University of Engineering and Technology
Bachelor of Science · Computational Finance
October 1, 2022 – June 1, 2026
NED University Sports Team
Throwball Team Member
September 1, 2025 – September 30, 2025
India
The Cowasjee School
Turkish Instructor
January 1, 2025 – December 31, 2025
India
Shaukat Khanum
Volunteer
January 1, 2024 – December 31, 2024
India
Data Analysis & Business Insights using Python
October 1, 2022 – June 1, 2026
Performed data cleaning, transformation, and exploratory analysis using Pandas and NumPy. Identified trends and patterns through statistical analysis and visualization using Matplotlib. Generated analytical reports to support data-driven business decisions.
Pakistan Power Sector Financial Analysis (PSX Companies)
October 1, 2022 – June 1, 2026
Analyzed financial performance of major power sector companies listed on the Pakistan Stock Exchange. Calculated key financial ratios including ROA, ROE, and leverage metrics using Excel. Developed comparative dashboards and generated insights on profitability and financial risk.
Business Performance Dashboard using Excel
October 1, 2022 – June 1, 2026
Built interactive dashboards using PivotTables and charts to analyze performance metrics. Applied financial and logical functions (IF, VLOOKUP, Data Validation) to automate reporting. Analyzed trends and key indicators to evaluate business performance.
Data Analysis with Python
Coursera (IBM)
June 1, 2026 – Present
Microsoft Excel: Beginner to Pro
Udemy
June 1, 2026 – Present
Python Data Structures
Coursera
June 1, 2026 – Present
Python for Data Science & AI
Coursera (IBM)
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects show a focus on practical application of data analysis and financial concepts, which aligns with a results-oriented culture. Participation in extracurricular activities like sports and volunteering suggests a well-rounded individual who values teamwork and community engagement. The diverse set of academic projects and certifications indicates a proactive and continuous learning mindset, which is a good cultural fit for dynamic environments. However, the lack of professional experience outside of academic and volunteer roles might require additional mentorship to integrate into a corporate work culture.
Soft Skills & Operational Fit
The candidate demonstrates good communication and presentation skills through their role as a Turkish Instructor. Teamwork and competitive collaboration are evident from participation in the university sports team. Attention to detail is listed as a core competency and is crucial for data analysis roles. The volunteer experience at Shaukat Khanum indicates a willingness to contribute to community initiatives.