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 & E-commerce
E-commerce Analysis — Orders, Customers & Products
Extracted and analysed 6 months of Shopify data across orders, customer behaviour and products, building interactive Power BI dashboards to drive a new marketing campaign strategy.
Automation & APIs
Custom API Integration Automatic Workflow for Shopify Inventory
Designed a data pipeline to automate product uploads and daily inventory/stock updates on Shopify via AppScript and Python, reducing manual workload by 80%.
Keyhol Stays
Airbnb Property Management — AI & Data Consulting
Data Engineering
Automated Tracking Reservation System
Centralised reservations from Airbnb, Booking.com and the client's website into Hostaway, then built an AppScript pipeline with hourly syncs and a Streamlit app for live daily reservation monitoring per property.
ML & Business Intelligence
Decision Intelligence Dashboard for Property Portfolio
Built an interactive Streamlit financial dashboard per property (costs, revenue, taxes) and applied a Logistic Regression ML model to predict future revenue based on location, occupancy rate and season.
Web Development
Website Creation & Hostaway Integration
Designed and developed a full client website from scratch, with a dedicated booking area powered by the Hostaway API — reservations made online are reflected live inside Hostaway.
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.