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Data Science with less than a year in Python, Data, and Financial Analysis
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Assessing your cultural and operational fit
BS Financial Technology student at FAST NUCES with strong skills in Python, C++, and financial analysis, seeking opportunities to apply analytical and technical expertise in fintech and finance roles. Aiming to contribute effectively while gaining practical industry experience and professional growth
Fast National University
BS Financial Technology · Financial Technology
August 1, 2024 – June 30, 2028
Beaconhouse College Programme
Alevels · Pre-Engineering
June 1, 2022 – May 31, 2024
Beaconhouse School System
Olevels · Computer Science
June 1, 2019 – May 31, 2022
Unknown
Teaching Assistant – Business Mathematics I
September 1, 2025 – Present
India
Hospital Management System (Python)
January 1, 2026 – June 1, 2026
Developed a data-driven system using Python, Pandas, and Datetime Managed patient records, appointments, and hospital operations Generated analytical reports for decision-making
Electricity Data Analysis Project
January 1, 2026 – June 1, 2026
Performed data cleaning and analysis on electricity consumption data Used Pandas and Matplotlib for visualization and insights Identified usage trends to support data-driven decision-making
SteamInnood Marketing Prototype Project
January 1, 2026 – June 1, 2026
Developed a marketing strategy and product prototype concept Conducted market research and customer segmentation Applied digital marketing and business strategy principles
Financial Analysis Project – Unilever
January 1, 2026 – June 1, 2026
Conducted financial statement analysis of Unilever to evaluate performance Analyzed liquidity, profitability, and efficiency ratios Assessed financial health and investment attractiveness using historical data
Star Performer – Business Competition (PROCOM)
PROCOM
June 1, 2026 – Present
Google Data Analytics Professional Certificate
June 1, 2026 – Present
Forage MasterCard Cybersecurity Job Simulation
Forage
June 1, 2026 – Present
Gold Medal - 1st Position in 2nd Semester
Fast National University
January 1, 2026 – Present
Dean's List of Honors - Second Semester
Fast National University
January 1, 2026 – Present
Dean's List of Honors - First Semester
Fast National University
January 1, 2025 – Present
CFA Institute Ethics Challenge Participant (2025-2026)
CFA Institute
January 1, 2025 – January 1, 2026
Gold Medal - 8 A's in O Levels
Beaconhouse School System
January 1, 2022 – Present
Cultural Fit Analysis
The candidate's academic projects show a diverse interest in data analysis, financial analysis, and even marketing, indicating adaptability. Participation in the CFA Institute Ethics Challenge and business competitions suggests a proactive and competitive spirit. The focus on Financial Technology aligns well with roles requiring both technical and business acumen. However, the lack of professional experience means cultural fit in a corporate data science team is largely unproven.
Soft Skills & Operational Fit
The candidate demonstrates strong academic achievement and initiative through certifications and participation in challenges. The Teaching Assistant role suggests good communication and analytical skills. However, the experience is primarily academic, and there is limited evidence of real-world operational experience or handling complex, ambiguous problems typical of a senior data scientist.