End-to-end Excel VBA data model for evaluating price elasticity, promotion lift, and sales performance. Automates data preparation and integration, calendar mapping, KPI computation, and scenario simulations for FMCG analysis.

Data-Driven Omnichannel Growth Engine for FMCG | Capstone Project (NTUC LearningHub) Mock analytics project demonstrating data cleaning, forecasting, segmentation, and executive-style dashboards for 康师傅 Singapore.

A supply chain data Analysis project which analyses the service levels received by the customers of Amana Foods in order to improve them.

End-to-end Deep Learning (TFT) demand forecasting system for Retail/FMCG with automated MLOps pipeline on Google Cloud (Vertex AI) for inventory optimization. Demonstrates advanced time series modeling, feature engineering, explainability (SHAP), and scalable deployment.

AtliQ Mart is a growing FMCG manufacturer headquartered in Gujarat, India. It is currently operational in three cities Surat, Ahmedabad and Vadodara. They want to expand to other metros/Tier 1 cities in the next 2 years.AtliQ Mart is currently facing a problem where a few key customers did not extend their annual contracts due to service issues.

Welliyum Foods website under construction. Stay tuned!

In the heart of Gujarat, AtliQ Mart, a rising star among FMCG manufacturers, had its sights set on a grand horizon of growth. With a firm foothold in Surat, Ahmedabad, and Vadodara, the company harbored ambitions to spread its reach across new metropolises and Tier 1 cities within the next two years. Now i analyzed this dataset using Python.

A repository of our work for the Data Science Competition held by Gelar Rasa, UPN Veteran Jawa Timur 2025

📊 Analyze price elasticity and promotion effectiveness in FMCG using an automated Excel VBA model for insightful sales performance evaluation.

Inventory Optimization Using Linear Programming

SQL data analysis project comparing FMCG store performance, currencies, discounts, and purchasing behavior across CZ and SK / Projekt SQL analýzy dat: porovnání výkonu FMCG obchodů, měn, slev a nákupního chování v ČR a SR

Through this FMCG Sales Exploratory Data Analysis (EDA) project, we aim to provide actionable insights that can drive business decision-making and enhance performance within the FMCG industry

This repository presents a real-world Make-To-Stock (MTS) supply chain issue in an FMCG retail environment.

Business Intelligence Case Study: FMCG & Electronics – Seasonal Sales Analysis / Případová studie Business Intelligence: FMCG a elektronika – sezónní analýza prodejů

This repository represents additional control charts, various plans and variables that are used within the chart scope using Minitab software

Dealer Clustering for FMCG companies to enable cluster and rank dealers based on Sales, forecast accuracy and payment parameters. Model uses SciKit learn packages

An adaptive selector for short-term forecasting of multiple time series. For each time series, it finds the best method from a pool of candidates based on their past performance.

Worked with real-world FMCG data in the baby care segment to derive structured reports, giving decision-makers the flexibility to analyze performance.

A data engineering solution transforming raw retail sales data for Bidco Africa into actionable KPIs: Data Health Score, Promotional Uplift and Competitive Pricing Index.

This Power BI dashboard analyzes sales performance during Diwali and Sankranti festivals. It provides insights into revenue trends, top-selling products, regional sales distribution, and customer purchasing behavior to help optimize festive season sales strategies. 🚀