Explore practical AI applications we’ve built to solve real-world challenges in fraud detection, healthcare, oil & gas, and beyond.
AI Use Cases
by Nayman AI & Data Consulting
Why Our AI Use Cases Matter
Our AI-powered solutions combine advanced machine learning with real-time analytics to deliver high-impact business results. Each use case below reflects our deep technical expertise, industry knowledge, and commitment to innovation.
CyberShield AI Fraud Detection
Overview:
Detect and prevent fraudulent transactions in real time using a neural-network-powered model with explainable AI insights.
​
Technologies Used:
​​
​
Features:​
Python
SHAP
Streamlit
Scikit-learn
Gradio
Hugging Face Spaces
Real-time fraud risk prediction
Deployable and scalable for financial institutions
SHAP integration for model explainability
User-friendly interface for quick transaction analysis
GPT-4 ER Triage Assistant
Overview:
Empower patients to receive real-time triage recommendations using GPT-4 in natural language, with support for follow-up questions.
​
Technologies Used:
​​
​
Features:​
Streamlit
Gradio
OpenAI
Conversational triage
in English and Arabic
Supports follow-up questions
Returns structured triage
level, symptoms, and recommendations
Hosted securely
for public access
EnergyAI OpsLive
Overview:
Monitor sensor data in real time and get AI-powered predictive maintenance insights for critical oil & gas equipment.
​
Technologies Used:
​​
​
Features:​
Python
Pandas
Streamlit
Zapier
Gradio
Hugging Face Spaces
OpenAI
Simulates real-time sensor metrics (temperature, vibration, pressure)
GPT-based maintenance suggestions
in English & Arabic
Sends email & SMS alerts
via Zapier
Flags high-risk equipment
Global Oil Price Forecast
Overview:
Forecast global oil prices using deep learning models to support business strategy and investment decisions.
​
Technologies Used:
​​
​
Features:​
Python
YFinance
Streamlit
Prophet
Plotly
Time series forecasting
using Prophet
Interactive charting with historical & forecasted prices
Data pull from Yahoo Finance