Projects

Selected case studies where analysis met execution — from forecasting and dashboards to building a content business from zero.

Data Analysis2023–2024

Rebuilding Demand Forecasting with a Data-Driven Method

Polymer Production Company (proprietary, name withheld)

The demand forecasting process relied on a manual, judgment-based method with little analytical foundation. Forecasts were unreliable and changed frequently.

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Data Visualization2025

Repack Cause Dashboard

Manufacturing & Packaging Operation (proprietary, name withheld)

A manufacturing operation had no visibility into what was driving carton rework. The source system deleted the original carton record every time a repack occurred, permanently severing the link between a carton and the quality event that caused its rework.

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Product Management2018–2020

Building a YouTube Content Business from Zero

Rahnema

Rahnema, Iran's dominant music distributor, faced forecasted revenue pressure as the Rial collapsed. Domestic platforms were saturating. The company needed a new revenue channel for mid-term growth.

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