Scratch RecSys 02 - Production-Grade Reference Architecture for ZaPudia
Creating the architecture and tell why need to be that.
• Aryanto
Scratch RecSys 01 - System Design and Scenario Framing for ZaPudia Recommendation Engine
Tracing the architectural evolution from classic ML and collaborative filtering algorithms to sophisticated multi-stage hybrid models, this comprehensive guide focus on System Design, Scenario Framing, Mathematical Foundations.
• Aryanto
Building Recommendation Systems Part 03 - Multi-Model Experimentation and Benchmark Framework
Evaluating AryColBring, Ary2Tower, and LightGBM LTR across 5 ZaPudia Scenarios. Focus on Algorithm Deep-Dive, Hyperparameter Optimization, Offline Benchmarking, Model Selection.
• Aryanto
Building Recommendation Systems Part 04 - Production Inference Architecture and Cost-Optimized MLOps Strategy for ZaPudia
Focus on Hybrid Inference Serving, Cost Optimization, Drift Monitoring, Airflow Orchestration.
• Aryanto