From Raw Data to Reliable Insights | SPSS & R | Survey Expert

I work with data where accuracy is not optional.

As an MPhil Statistician and BS-18 officer at the Pakistan Bureau of Statistics, my experience spans the full lifecycle of national surveys, from working as a field enumerator in PSLM to leading survey design, data analysis, and reporting for large-scale initiatives. I have contributed to key national projects including the Pakistan Demographic Survey 2020 and the Economic Census 2023, and I am currently engaged in the preparatory phase of the Pakistan Demographic and Health Survey 2026.

This progression, from fieldwork to policy-level outputs, allows me to identify issues others often miss and deliver analysis that is both technically sound and contextually accurate.

In parallel, I lead the Training Wing, where I design and deliver capacity-building programs for professionals. This experience enables me to present complex statistical results in a clear, structured, and decision-ready format.

My work focuses on high-quality data analysis using R and SPSS, advanced data cleaning, and professional reporting through R Markdown and Quarto. I typically collaborate with researchers, organizations, and serious clients who require precision, reliability, and well-documented outputs.

I take on a limited number of projects to ensure depth, quality, and attention to detail.

If you need more than just analysis and if you need clarity you can act on, I’m available to collaborate.

Work Terms

I am committed to delivering high-quality, accurate, and well-documented analytical work. To ensure smooth collaboration, the following terms apply:

All projects begin with a clear understanding of requirements, dataset structure, and expected outputs. Clients are requested to provide complete instructions, data, and relevant background material upfront. Any changes in scope after project initiation may require adjustments in timeline and cost.

Clear and timely communication is essential. I am available for discussion throughout the project and provide updates at key stages. Written communication is preferred to maintain clarity and proper documentation.

All client data and project details are treated with strict confidentiality and are not shared or reused without permission.

My work emphasizes accuracy, reproducibility, and clarity. Deliverables may include cleaned datasets, analysis outputs, and professionally formatted reports using R, SPSS, R Markdown, or Quarto, as per project requirements.

Reasonable revisions are included to meet agreed requirements. However, revisions involving new analysis, additional data, or changes in scope will be treated as a separate task.

Timelines are agreed at the start and adhered to strictly. Timely feedback and data provision from the client are essential to maintain deadlines. Standard turnaround depends on project scope, with urgent tasks accommodated where feasible.

Pricing is based on project complexity, data size, and level of analysis. For larger projects, milestone-based payments are preferred. Work begins after project confirmation as per platform terms.

I maintain high professional standards and take on a limited number of projects to ensure quality, precision, and attention to detail.