Data Engineers, Data Scientists & Analytics Leads
For Data Teams & Engineers
Build the high-throughput data pipelines, vector indexes, and evaluation layers AI systems demand.
Solution Overview
Data teams are the foundation of enterprise AI. AIXL programs equip data engineers to construct robust vector database schemas, hybrid search pipelines (SQL + Vector + Knowledge Graph), and continuous evaluation frameworks.
Target Capability Outcomes
Architect hybrid search pipelines combining SQL, Vector search, and Knowledge Graphs.
Implement automated embedding generation and vector database index optimizations.
Design LLM evaluation frameworks (RAGAS, TruLens) to benchmark retrieval accuracy.
Maintain strict data lineage and access control across RAG data stores.
Support high-concurrency production AI agent workloads with low-latency data layers.
Curriculum Roadmap