Technical Lead for Machine Learning at an AI-native product startup, owning end-to-end production ML systems: data pipelines, fine-tuning (LoRA, QLoRA, SFT, DPO, distillation), scalable inference, GPU optimization, and evaluation. Core stack is Python with PyTorch/JAX on GPU-based training and inference infrastructure.
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