Aarne TalmanAI Engineering Leader
Leading AI teams that deliver measurable performance gains. From LLM inference and training optimization to production ML systems.
Benchmarking LLM inference showing AMD MI355X delivering up to 1.4x higher throughput on DeepSeek-R1, with consistent advantages at scale for GPT-OSS-120B and Qwen3-235B workloads.
Bridging research and production at the forefront of AI
I lead AI software teams improving workload performance on AMD GPUs with a focus on LLM inference and training. With a PhD in Language Technology and 20 years of experience at companies like Silo AI, Nordcloud, Nokia, Gartner, and Accenture, I bring deep technical expertise and strategic vision to every challenge.
Leading teams improving LLM inference performance on AMD Instinct GPUs.
Teaching Large Language Models and Generative AI for NLP to graduate students.
AI and machine learning consulting with a focus on generative AI and LLMs for enterprise clients.
Led R&D for SiloGen, building custom LLM solutions and multilingual language models.
Drove technology strategy and engineering for cloud-native solutions across the UK market.
Technology research and advisory for enterprise IT leaders on emerging technologies.
Led product development for enterprise search and discovery experiences.