Analytics & Vendor Platform
Vendor management and business analytics platform for retail and hospitality, with cohort analysis and forecasting.
Role
Full Stack Developer
Timeline
2022 — 2024
Stack
Overview
A comprehensive vendor management and business analytics platform designed for data-driven decision making. The platform streamlines vendor onboarding, delivers operational insights through customer journey visualization, and provides actionable analytics including cohort analysis, forecasting, and stock management. Built for retail and hospitality industries to optimize performance and customer relationships.
Architecture & Decisions
Advanced Analytics & Insights Engine
Features a comprehensive actionable insights module tracking top 100 customers, customer retention rates, churn analysis, and cash cows identification. Includes customer cohort analysis with month-over-month metrics, store performance dashboards, and product category analytics. Identifies at-risk customers, discount hunters, and won-back customers for targeted engagement strategies.
Vendor Management & Data Synchronization
Provides intuitive admin panel with role-based access control for managing vendors, users, and permissions. Features automated data synchronization highlighting present, missing, and low-count data across time periods. Includes forecasting and stock management modules, customer journey visualization across multi-source datasets, and real-time performance tracking for operational efficiency.
The Hard Part
Vendor and customer data arrived from multiple disconnected sources. The hard part was reconciling it into one consistent view without losing per-store granularity.
Outcomes
Focus
Retail & hospitality
Insight
Cohort analysis
- —Actionable insights module tracking top customers, retention, and churn
- —Role-based admin panel for vendor and permission management
- —Automated data sync flags missing or low-count data across time periods
- —Forecasting and stock management for operational planning
Up Next
View all
V1 - AI No-Code App Builder
Agentic AI platform that turns a plain-English idea into a deployed, production-ready app in minutes.
Read case study