Applied AI Systems: Moving from Proof of Concept to Reliable Production
Operationalizing machine learning models with automated validation layers, drift detection monitors, and latency-governed inference clusters.
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Architecting Enterprise Generative AI: Robust Retrieval-Augmented Generation Pipelines
Technical blueprints for high-precision RAG systems: semantic chunking, dense retrieval, cross-encoder re-ranking, and hallucination reduction.
Agentic AI Workflows: Orchestrating Autonomous Multi-Agent Task Execution
Designing state machines, tool execution sandboxes, and multi-agent graphs for multi-step automated enterprise workflows.