Dino W. Email & Phone Number

Dino W. is a Senior Solutions Architect of consumer electronics at Tencent Cloud.

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  Senior Solutions Architect Of Consumer Electronics

  Tencent Cloud

  Jul 2021 - Present - Shenzhen, Guangdong, China

  Provide Cloud native architecture and Cloud migrate solutions to customers Benchmark project is building a HPC A100/A800 GPU cluster for AI training.1. Help customers build high-performance GPU clusters. Create independent zone in Cloud, provided A100/A800 GPUs、RDMA network、High performance storage、Machine Learning platform to customer, connecting customer IDC by optical fiber, serve autonomous vehicle scenario. 2. Accelerate AI model DDP training speed for customers, methods include balancing numa memory allocation、reduce data paths、 binding cpu core(mpirun), enhance RDMA network effect etc,After above improvement, the acceleration speed up to 1.75 times than before, help customer cost down.3. Help customer training GPT model , Provide pre-trained GPT model(AngelPTM) to customers by container, help them training LLM model on Tencent Cloud.4. Using Tensorboard、Nsight utility help customer analysis profiling timeline, help accelerating model speed and higher level of GPU resource utilization.4. Earned AWS Machine Learning specify certification、Earned Tencent Cloud Solutions Architect、 SysOps Professional Engineer、 and Artificial Intelligence Practitioner certifications.Performance:Through solution output, Earned the following big brand projects. 1.Help biggest drone company build autonomous vehicle HPC cluster after solution provided and 1 years support of PoC and testing. Earned 3 years project and will delivered in next 3 years。 2. Help biggest smart device company staff energy efficiency platform.3. Help biggest IPC company ‘s AI speech Algorithm， help meeting device integrate denoise algorithm .4. Help biggest e-bike campany build employee training & learning saas platform5. Help AI company training similar GPT model by provide HPC cluster.