Cheng Lin
Machine Learning Engineer at Tier Iv
Based in Tokyo, Japan
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Seniority
Staff
Department
Information Technology
Location
Tokyo
Industry
Motor Vehicle Manufacturing
Company size
297
Contact information
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c•••••••@tier4.co.jp
Phone
5 credits+81 ••• •••• ••••
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Background
About Cheng Lin
AI / ML Engineer with around 7 years of experience in applied AI, computer vision, generative models, and autonomous driving. Currently at TIER IV, I work on E2E autonomous driving model development, evaluation, and data-centric development. My recent work includes reproducing diffusion-based planning models, building distributed training environments with PyTorch DDP and H100 GPUs, developing open-loop / closed-loop evaluation pipelines, and analyzing model behavior using simulator and real-vehicle data. I enjoy working across model, data, evaluation, and real-world deployment — turning research ideas into reliable engineering systems. I am especially interested in Physical AI, autonomous systems, world models, and VLM / VLA applications. AI / ML 7AI E2EDiffusion ModelPyTorch DDP / H100 GPUopen-loop / closed-loop Physical AIWorld ModelVLM / VLA
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