Case Studies
Real-world AI & Data consulting work — from strategy to delivery, for clients across multiple industries.
Angolotre
Retail Clothing Shop — AI & Data Consulting
Retail
Customer Churn Prediction
Built an end-to-end churn prediction pipeline enabling proactive retention campaigns and reducing monthly churn rate by 22%.
Automation & APIs
AI Workflow Automation for Shopify Inventory
Automated inventory synchronisation across multiple products and suppliers using Shopify APIs and Python, eliminating manual stock updates.
Data Integration
Custom API Integration Architecture
Designed modular API pipelines connecting inventory systems and financial datasets into unified business-ready tables for analytics and automation.
Keyhol Stays
Airbnb Property Management — AI & Data Consulting
Data Engineering
Unified Reservation Tracking System
Consolidated bookings from multiple rental platforms into a centralised dataset with hourly updates for live operational monitoring.
Business Intelligence
Automated Property Performance Dashboard
Built automated dashboards combining booking revenue, costs, and occupancy metrics into property-level performance tracking tools.
Decision Support
Decision Intelligence Dashboard for Property Portfolio
Integrated dashboards enabling monitoring of occupancy trends, revenue distribution, and operational performance across properties.
Ceschini
Consultancy Firm — AI & Data Consulting
Operations
Internal AI Knowledge Assistant
RAG-based AI assistant over the firm's internal document library, reducing information search time by 60% and cutting onboarding time in half.
Process Automation
AI-Driven Invoice Generation Pipeline
Semi-automated invoicing workflow integrating structured datasets with rule-based automation to generate consistent financial documentation.
Data Integration
Custom API Integration Architecture for SME Operations
Modular API pipelines connecting booking platforms, inventory and financial datasets into unified, analytics-ready tables.
DSV
Logistics Business — AI & Data Consulting
Analytics Automation
Automated KPI Reporting Pipeline
Automated workflows generating structured performance reports combining inventory, bookings, and financial indicators into decision-ready dashboards.
AI Systems Design
End-to-End SME Workflow Automation Architecture
Translated business requirements into structured automation pipelines integrating APIs, dashboards, and reporting layers into a cohesive operational data infrastructure.