This repository contains the implementation of a facings identifier using YOLOv8 and image embeddings. The goal of this project is to count the number of facings (product instances) of each product present on shelves in a retail store using computer vision techniques.
Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity
This was a Challenge put up by a famous YouTuber Codebasics and he provided all the datasets. This time no mock up was provided. Instead we got a conversation between the stakeholders of the company with their Data Analyst. From that conversation we had to figure out the requirements needed to solve the supply chain problem.
AI agent skill for generating industry-specific Excel templates | Finance / FMCG / E-commerce / Internet | openpyxl + Power Query + pivot tables | Chinese-friendly
FMCG B2B distribution SaaS with 15 built-in compliance guardrails, zero-dependency Node.js, multi-terminal mall & auto-commission
This project is a data analysis and visualization effort aimed at generating insights to address supply chain issues in the Fast-Moving Consumer Goods (FMCG) domain. Leveraging synthetic data provided by the Codebasics Resume Project Challenge, the analysis delves into key metrics such as On-time Delivery %, In-full Delivery %, OTIF%I
Power BI dashboard analyzing FMCG retail sales, inventory replenishment risk, demand patterns, store performance, and customer segments.
Data Analysis of FMCG Products in Iran using Python & Power BI
Example codes about how to use Veryfi Lens SDKs
Developed a predictive machine learning model to optimize supply chain operations for an FMCG company's instant noodles distribution.
Build Power BI-like Excel executive dashboards with Power Query, Power Pivot, DAX, PivotTables, PivotCharts, and slicers.
Evidence-governed outlet insight component for consumer-goods decision workflows; human-reviewed, no execution.
This report highlights the financial aspects of Atliq Hardware and track there performance .
FMCG demand forecasting using SARIMA, Prophet, CatBoost and LightGBM with time-series cross-validation and business feature engineering.
A tool for scraping and analyzing FMCG product data for market research and modeling
🧠 FMCG Lead Intelligence Engine — n8n + Claude AI. Automates distributor outreach: scrape → score → draft WhatsApp/email → send. Built by Milan · SNTL84 · Surat. Automate What's Costing You Money.
Natural-language analytics for FMCG sales/promo/inventory data. Rule-based query engine + optional LLM layer for phrasing and intent fallback. Deployed on Streamlit Cloud.
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
End-to-end Marketing Mix Modeling & Omnichannel Optimization — PepsiCo
Browser-based LPO automation tool for UAE retail vendors—Carrefour, Lulu, Union Coop, Delivery Hero, and custom vendors. Enables efficient processing, validation, and automation of LPO workflows in a single platform.
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