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Ayesha Sarfraz

@ayeshasarfraz1

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Proactive data analyst with a strong foundation in statistics.

Pakistan

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What I'm looking for

I am looking for a role that allows me to leverage my analytical skills in a collaborative environment, focusing on data-driven decision-making and continuous learning opportunities.

I am a proactive and analytical Data Analyst currently pursuing an MPhil in Statistics from Quaid-i-Azam University. My academic journey has equipped me with a robust foundation in statistics and data science, complemented by hands-on experience in regression analysis, data simulation, and machine learning. I am passionate about transforming data into actionable insights that drive informed decision-making.

Throughout my studies, I have developed proficiency in various statistical tools and programming languages, including Python, R, SPSS, and Excel. My thesis focuses on innovative ridge-type regression methodologies aimed at enhancing model performance in the presence of multicollinearity and data irregularities. I have also successfully designed and analyzed surveys, such as the COVID-19 Social Impact Survey, which evaluated psychological and behavioral changes during the pandemic.

Experience

Work history, roles, and key accomplishments

Current

Home Tutor

Current

Freelance

Jan 2021 - Present (4 years 6 months)

Provided personalized tutoring in Statistics and Mathematics to school and university students. Helped students understand statistical software and analytical methods.

Statistics Mathematics SPSS R Python

Content Writer

Freelance

Jan 2020 - Dec 2022 (2 years 11 months)

Wrote academic and research content for websites and blogs. Specialized in making statistical and scientific concepts easy to understand.

Research Content Creation

Education

Degrees, certifications, and relevant coursework

Quaid-i-Azam University

MPhil in Statistics, Statistics

Activities and societies: Courses: Spatial Statistics, Machine Learning, Estimation Theory, Operational Research, Linear Models, Bayesian Inference

Currently pursuing an MPhil in Statistics, focusing on advanced statistical methodologies. Engaged in ongoing research for a thesis on innovative ridge-type regression methodologies.

International Islamic University

BS in Statistics, Statistics

Grade: 3.01

Activities and societies: Relevant Courses: Probability, Regression Analysis, Time Series, Econometrics, Multivariate Analysis, Survey Design

Completed a Bachelor of Science in Statistics, gaining a strong foundation in statistical analysis. Successfully completed multiple practical assignments and statistical projects.