Lovina Dmello

Lovina Dmello is a senior infrastructure software engineer on the Deep Learning Libraries team at NVIDIA, where she works on building and maintaining the infrastructure that powers the NVIDIA deep learning ecosystem. Before joining NVIDIA, Lovina spent four years at Apple on the Apple Payments and Wallets backend team, and three years at Oracle on the Oracle Cloud Infrastructure team. She earned her master's degree in Computer Science from the University of Georgia, where her thesis focused on ransomware classification using machine learning algorithms. Lovina shares her insights through research papers, open source projects, and writing on AI/ML security, adversarial machine learning, agentic AI systems, MLOps, LLMOps, AI/ML applications in various industries, TensorRT, deep-learning libraries, and infrastructure best practices.
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Posts by Lovina Dmello

Agentic AI / Generative AI

How to Eliminate Pipeline Friction in AI Model Serving

The path from a trained AI model to production should be smooth, but rarely is. Many teams invest weeks fine-tuning models, only to discover that exporting to a... 10 MIN READ