Data Analyst with 1+ years in data analysis & research
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Assessing your cultural and operational fit
Economics & Mathematics graduate with experience in data analysis, research, and field-based studies. Skilled in turning complex data into clear insights for decision-making across finance, policy, and social impact projects.
Bhramanand Institute of Business Administration
BSc Economics & Mathematics · Economics & Mathematics
August 22, 2021 – May 30, 2026
Government Boys Degree College, Umerkot
HSSC II Pre-Engineering · Pre-Engineering
August 1, 2018 – May 1, 2020
EFU Life Assurance
Product Design & Research Intern
June 1, 2025 – July 1, 2025
India
IBA Karachi
Teaching Assistant
January 1, 2025 – June 1, 2025
India
IBA Community Welfare Society
Assistant Director Operations
October 1, 2023 – June 1, 2024
India
State Bank of Pakistan
Research & Tele-Survey
September 1, 2023 – December 1, 2023
India
ACASUS - Health Department, Govt. of Sindh
Field Data Enumerator
July 1, 2023 – July 1, 2023
India
Predictive Analytics: Employee Retention Project
June 27, 2026 – Present
Applied data preprocessing like handling missing values and standardization to ensure reliable inputs. Built a Random Forest model achieving 90% accuracy to predict employee attrition and anticipate turnover. Optimized KNN, Decision Tree, and Naïve Bayes models to enhance prediction performance.
Impact of School Infrastructure on Student Enrollment in Mithi, Sindh
August 1, 2025 – May 1, 2026
Built 3 OLS regression models (Adj. R² = 0.85) on 500+ Mithi schools, identifying boundary walls, toilets, and drinking water as key enrollment drivers. Quantified that each additional toilet adds ~15 students in total enrollment, with the effect stronger for girls than boys. Delivered policy-relevant findings showing boundary walls and drinking water as the most cost-effective infrastructure investments for closing the gender enrollment gap.
Cultural Fit Analysis
The candidate's involvement in community welfare and teaching assistant roles indicates a proactive and collaborative mindset. Their diverse project experience, ranging from social impact to business analytics, suggests adaptability and a broad interest in applying data skills to various domains. The scholarship award also points to a strong drive for excellence.
Soft Skills & Operational Fit
The candidate demonstrates strong communication skills through conducting interviews and surveys, and leadership in managing community welfare programs. Their experience as a Teaching Assistant highlights an ability to clarify complex concepts and provide feedback. These skills suggest a good fit for roles requiring data presentation, stakeholder interaction, and collaborative problem-solving.