End-to-End AI Platform
A visual journey from data ingestion to Model-as-a-Service
Core Pipeline Design
AI Services Ecosystem
Forecasting
Time-series prediction with ARIMA, Prophet
NLP/Gen AI
Classification, generation, translation
Anomaly Detection
Identify unusual patterns in data
Computer Vision
Face recognition, video analytics
Governance Framework
Key Components
- PII Masking & Data Protection
- Model Documentation & Provenance
- Access Controls & Lineage Tracking
Explainability Tools
- SHAP & LIME Analysis
- Feature Importance Charts
- Model Card Generation