RFRiyadh FaathinCloud · AI · DeliveryLinkedIn

Case studies

Complex systems,
made useful.

An anonymized library of cloud, data, AI, and delivery initiatives across regulated, enterprise, and high-growth environments.

All client and project identifiers have been generalized. The technical scope, delivery patterns, and outcomes remain faithful to the work.

Portfolio library

Showing six anonymized initiatives per page across AI, cloud modernization, data, and GenAI delivery.

AI, automation, and intelligence · Banking

Automated loan processing and risk assessment

A bank needed to reduce manual document processing in loan applications and make risk assessment more consistent across complex financial documents.

Document AI · Vertex AI · Risk scoring
AI, automation, and intelligence · Telecommunications

Smart OCR contract extraction

A telecommunications company needed to extract legal-contract parameters from thousands of legacy PDF documents during a contract-solution revamp.

Document AI · AutoML · NLP · Labeling
AI, automation, and intelligence · Fintech

Fraud analytics and monitoring

An e-wallet needed cloud-based data services for fraud analytics, profiling, dashboards, and near-real-time monitoring.

Kafka · BigQuery · BigQuery ML · Fraud analytics
AI, automation, and intelligence · Telecommunications

Retail tracking intelligence

A telco needed visibility into field projects, reduced semi-manual effort, AI-assisted capture, and consolidated reporting for faster decisions.

Vision AI · BigQuery · Looker · App Engine
AI, automation, and intelligence · Digital super-app

Customer attribute prediction

A super-app needed better customer data quality for marketing, segmentation, personalization, and campaign effectiveness.

Python · BigQuery · Machine learning
AI, automation, and intelligence · Mining

Mining safety and activity detection

A mining company needed computer-vision support for component defects, driver fatigue, excavator activity, and blasting-related ground-density insight.

TensorFlow · Python · Kubernetes · BigQuery

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