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Applied AI & Intelligent Automation
I apply artificial intelligence to improve business operations, decision-making, and service delivery.
Experience & approach
My experience includes local large language models (LLMs), AI-assisted workflows, agentic and deterministic automation, model evaluation, and cross-platform orchestration.
I am particularly interested in hybrid architectures that combine local and cloud-based AI capabilities, balancing model performance, data privacy, operational requirements, and cost.
Successful AI adoption begins with identifying the right business problem, not choosing the most impressive technology.