Experience & Projects
3+ years across data analytics, machine learning and business intelligence — alongside research and strategic communications.
Skills
Core competencies across analytics, BI, data engineering, tooling and business analysis.
Analytics & machine learning
BI, data engineering & tools
Business analysis
Requirements Gathering · Stakeholder Interviews · Process Mapping · Gap Analysis · Workshop Facilitation · Business Case Development · Agile Methodology · Project Coordination & Timeline Tracking · Foundational Financial & Business Performance Analysis
Data & BI projects
Selected end-to-end analytics work — full project notebooks available on GitHub and on request.
Olist E-Commerce Analysis (Brazil)
End-to-end SQL analyst workflow on a 100k+ row transactional dataset — schema design, data cleaning, KPI querying and insight storytelling — delivered as an interactive HTML dashboard and an executive PDF report.
HSE Tracking System Redesign (Oilfield Client)
Rebuilt a multi-tab Excel workbook for field health, safety & environment reporting using OpenPyXL, with advanced formulas, conditional formatting and automated tracking logic to replace manual data entry.
Power BI Executive Dashboards
Designed interactive dashboard mockups and custom DAX measures — including delta/trend indicators — applying layout and storytelling best practices for KPI reporting to leadership.
SQL Skills Development — Beginner to Advanced
Completed a structured learning path covering joins, window functions, CTEs and stored procedures, applied across multiple hands-on analytical projects.
Python Data Cleaning Pipeline
Cleaned and validated a ~950-row real-world dataset end-to-end in pandas, documenting each transformation step with before/after checks for reproducibility.
SQL–Python–Power BI Automation Pipeline
Building an end-to-end automated analytics workflow — SQL for extraction, Python for transformation and scheduled processing, Power BI for refreshed reporting — reducing manual handoffs between data and reporting stages.
Machine learning & analytics projects
Applied ML across regression, classification and healthcare analytics.
California Housing Price Prediction
Regression models (scikit-learn) predicting median house values, delivered as a business-focused report.
Breast Cancer Prediction Model
Developed and evaluated ML models in Python/Scikit-learn, achieving 96% accuracy with KNN.
Health Outcomes Classification
Classification models on healthcare data, evaluated via accuracy, precision, recall and F1-score.
Machine Learning Classification Project
Applied KNN, Logistic Regression and Naive Bayes for predictive analytics and model comparison.
Healthcare Analytics Project
Data preprocessing, feature scaling and model evaluation using cross-validation techniques.
Predictive Analytics using Python
End-to-end ML workflows including model training, evaluation and persistence (Joblib).
Car Price Prediction Model
Regression models forecasting vehicle prices from real-world datasets.
Additional projects and notebooks available on GitHub and on request.
Education
BBA — SZABIST, Pakistan
One of Pakistan's leading business schools
BSc — Shah Abdul Latif University, Khairpur
Certifications
Data Analytics | IT Support Technician
MS Excel, Word & PowerPoint (Advanced)
Advanced Computer Courses
IELTS Cleared
Awards & Recognition
National Prime Minister Award — academic and leadership excellence
Board Member, Pakistan Research Center for Shared Future (PRCSSF), 2025
100+ published articles globally on business, economics & policy
Languages
English (C2) · Urdu (Native)
Sindhi (Native) · Balochi (Native)