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Senior Machine Learning Engineering

Transformer and LLM Foundations Revisited
Adaptation, Post-Training, and Reasoning Methods
High-Performance LLM Inference
Retrieval and Knowledge Infrastructure
Agentic AI Architecture and Control
Evaluation and Observability for GenAI Systems
Safety, Security, and Governance
ML and LLM Platform Architecture
Scalability, Reliability, and Cost Engineering
Portfolio-Grade GenAI Platform Capstone
Senior GenAI and ML Platform Job Readiness