Muhammad Aiyan Gill

Analytical and detail-oriented Computer Engineering graduate with a strong personal interest in financial markets and equity research. Gained direct exposure to Pakistan Stock Exchange trading operations through an internship at a PSX-registered brokerage, observing real-time trading workflows and investor behavior firsthand. Independently conducts market research, strategy testing, and performance analysis driven by genuine passion for financial markets.

Seeking an Financial Research Analyst role to apply analytical thinking and market knowledge in a professional setting.

Market Research & Trading Operations Observer - Spinzer Securities — PSX Licensed Brokerage - Lahore

(2024-06 - 2024-08)

• Observed live equity trading operations at a PSX-registered brokerage, gaining firsthand understanding of how retail and institutional investors execute trades
• Developed practical knowledge of brokerage workflows, order execution, and market monitoring processes used in a professional trading environment
• Studied real-time PSX market movements, price behavior, and investor decision-making patterns across multiple trading sessions
• Built understanding of how financial news, company announcements, and macroeconomic events influence stock market activity

Pakistan Stock Exchange — Market Research & Strategy Analysis - Self-Directed

• Conducted self-directed research on PSX-listed companies, studying price behavior, financial performance, and market trends
• Independently tested and evaluated multiple trading strategies using historical market data to assess viability and performance
• Defined and applied strict risk management parameters including fixed risk per trade and target risk-to-reward ratios across all tested setups
• Maintained detailed performance logs and research journals to track results, identify weaknesses, and refine analytical approach over time
• Studied macroeconomic indicators, sector performance, and company fundamentals to develop a well-rounded research methodology

Financial Markets — Self-Directed Study - Self-Directed

Dedicated 2+ years to independent study of financial markets covering technical analysis, fundamental research, and trading psychology

• Regularly analyzes market data, financial reports, and economic news to build and maintain current market knowledge

BS - Computer Engineering - National University of Technology (NUTECH) (2021 - 2025)