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Pradeep - notes on AI/ML, system design, and building software

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Building synthetic data pipelines: Ractor

Using Ractor vs Ray for building synthetic data pipelines

7 min read

AdTurbine

AdTurbine is a platform for generating UGC (User Generated Content) ad videos using AI. The system follows a pipeline architecture.

fastapinext.jsdockerllm

Ragforge

Enterprise patterns for building reliable, scalable RAG systems with clear service boundaries and governance layers.

fastapipgvectorprometheusnext.jsdocker