I am a scientist specialized in the development of numerical models and computational algorithms. My expertise is bridging the gap between academic research and industry innovation.
I am currently the Manager of Machine Learning Research at Red Hat, joining Red Hat as part of the acquisition of Neural Magic. I am proud to lead a world-class team of researchers and engineers that focuses on algorithms for AI inference optimization. We specialize in sparsity, quantization, knowledge distillation and speculative decoding. We work hand-in-hand with the vLLM developers to deliver optimizations that lead to real-world performance gains.
