Silent Data Losses During Salesforce Migration That Poison Your AI Training Set Before You Notice
Corrupted Salesforce migrations can silently poison AI training data before detection.
Nkechi Oduya
Nkechi Oduya
4 stories
Concept Drift vs Data Drift in Fine-Tuned Model Degradation
Distinguish data drift from concept drift to diagnose why fine-tuned models fail.
Nkechi Oduya
Determinism and Reproducibility in Automated Eval Pipelines
Model stochasticity breaks the reproducibility assumption that powers engineering gates.
Nkechi Oduya
LLM-as-Judge Calibration and Bias Auditing
How miscalibrated LLM judges quietly shift baseline quality scores in production systems.
Nkechi Oduya