Jin Yao
Software Engineer at Tsingmicro
Nanjing City, Jiangsu, China
Summary
🤩
Rockstar🎓
Top SchoolJin Yao is a software engineer with 7 years of experience specializing in ML model optimization, low-bit quantization, and deployment acceleration. Based in Nanjing, he currently drives research and engineering in LLM quantization, ONNX optimization, and parallelism at Tsingmicro after building medical imaging and TensorRT acceleration expertise at JF Healthcare. His background includes FPGA prototyping and accelerator work from internships at Microsoft and Horizon Robotics, giving him a rare hardware-to-software perspective on performance engineering. He combines algorithmic work on quantization with practical converter and deployment tooling, enabling faster, lower-precision inference in production environments. Notably, he pairs solid academic roots from Beihang University with hands-on contributions across model optimization pipelines rather than just research prototypes.
7 years of coding experience
3 years of employment as a software developer
Beihang University
Github Skills (200)
transformers10
hub10
realtime10
interoperability10
python10
mxnet10
punctuation10
accelerator10
throughput10
deep-learning10
gpu10
instance-segmentation10
quantization10
tflite10
arm10
Programming languages (7)
Github contributions (5)
inisis/doc
Nov 2019 - Nov 2022
Contributions:192 commits, 320 pushes in 3 years 1 month
inisis/brocolli
Feb 2019 - Jan 2023
Torch Fx Pytorch Model Converter
Contributions:7 releases, 2 reviews, 385 commits in 4 years
pytorchpytorch-modeltorchonnxcaffe
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