Data Analyst & Automation

Dubai

+971-506153643

PROJECT 3

Essa Hanif

September 4, 2025

Problem

Even when reports are prepared, managers often struggle to interpret complex charts and

tables. This slows down decision-making, especially for non-technical stakeholders.

Solution:

AI prompt engineering is built directly into the reporting workflow to automatically produce clear,

executive summaries. This feature translates complex data into a few sentences on key metrics,

trends, and recommendations, making critical insights accessible to decision-makers without a

technical background.

The project is an extension of project 3, wherein the executive summary is constructed from the

data processed from project 2 (Sales Report Automation)

The link of the raw relevant data: Sales_data.xlsx