Author: Infance Tony

Infance Tony is an AI/ML Engineer specializing in Agentic AI, Generative AI, and Computer Vision, with experience in LLMs, AI agents, RAG, synthetic data generation, model fine-tuning, and AI automation. He focuses on building scalable, production-ready AI solutions using modern cloud and machine learning technologies.

Building a Synthetic Data Pipeline

by Infance Tony

Why Teams Start Building a Synthetic Data Pipeline Most teams arrive at building a synthetic data pipeline the same way: a dataset is collected, a model is trained, the metrics look acceptable, and then the model fails in production on inputs nobody thought to collect. The usual response is to collect more data, and that…