Topic

MLOps

Jun 17, 2026 · 7 min read ·Featured

From Automotive Diagnostics to Banking Complaints: What I Learned Building a Local LLM Evaluation Platform

A second domain experiment showing why workflow behavior, retrieval shape, and reusable evaluation architecture matter more than simply adding more context.

Artificial IntelligenceMachine LearningRAGFine-TuningLLM

Jun 16, 2026 · 5 min read ·Featured

From Baseline to RAG to Fine-Tuning: What Actually Works for Automotive AI

A practical experiment comparing baseline, RAG, fine-tuning, and combined approaches for automotive warranty and service diagnostics.

Artificial IntelligenceMachine LearningRAGFine-TuningAutomotive AI