Hamna K.
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Hamna K. is a seasoned professional in Business Analytics with a Master's degree from the Karachi School of Business and Leadership. With 1.5 years of specialization in quantitative research, predictive modelling, and extensive application of machine learning using Python, Hamna has proven expertise in statistical analysis and leveraging AI tools. She has executed comprehensive research projects, like a clinical data research assignment involving notable institutions such as DHQ Hospital Lahore, KSBL Karachi, and COMSATS Islamabad, resulting in academic validation by top universities including Aga Khan University Hospital. In her previous role as a Research Analyst at KSBL, she pioneered end-to-end analytical research, developing multiple machine learning models achieving up to 97.81% prediction accuracy. Additionally, with over five years as a Freelance Research Writer & Analyst for international clients, she excels in content creation and research analysis, consistently delivering high-quality analytical content across various domains.
Experience
Research Analyst
Karachi School of Business and Leadership (KSBL) · 2025 — PresentPerformed comprehensive analytical research using a locally relevant medical dataset, integrating machine learning, statistical methods, and AI to produce final outcomes. Developed and executed an extensive research pipeline involving dataset validation, statistical testing, and ML model creation. Conducted exploratory data analysis and executed inferential statistical tests, such as t-test and chi-square, to analyze ethnicity-specific risks. Constructed and assessed six machine learning models, including Logistic Regression and Random Forest, achieving a prediction accuracy of 97.81%. Identified high-impact variables, achieving 85.79% accuracy with lifestyle factors and 91.80% accuracy using symptom-based factors.Freelance Research Writer & Analyst
Fiverr-based Freelance Group · 2021 — 2025Managed an average workload of five projects monthly for international clients, focusing on academic research writing and analytical content in various fields. Implemented data scraping automation through AI and conducted light analytics to support research-oriented content development. Assisted clients in avoiding AI detection on their submissions and expanded the client base by recruiting and mentoring new writers.
Skills & Expertise
Education
- MS in Business AnalyticsKarachi School of Business and Leadership · — — 2025
- BBAKarachi University Business School · — — 2024
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