1. Lead to optimize residential products' integration automation test cases, including test infra, pass / fail criteria, test checker improvement. As well as pipeline flow and post process improvement - accelerate full regression test speed 30%, post processing max 90%.

2. Cooperate with Test Hardware Infra team to implement software management solution using WAGO PLC, support both MQTT and ModBUS communication protocol.

3. Integrate new OTA client into residential products' firmware update test case.

1. Develop and contribute on Internal Automation CI/CD Framework/Pipeline targeting Energy Products, such as Powerwall, Solar Inverter, etc.

2. Develop and maintain Energy Products' Nightly Automation Tests, including System Tests, Component tests and SIL(Software In Loop) Tests.

3. Develop and maintain Energy Products' Data Analysis Scripts and provide Data Visualization solutions.

4. Develop and contribute to multiple Internal Automation and Database Management packages, services.

1. Lead to design and implement, deploy Kneron Machine Learning Model Evaluation Platform. Provide Machine Learning solutions' end2end test capability using large test set.

2. Build up Model Evaluation Platform and Machine Learning Runner CI/CD flow and related test cases.

3. Designed model deploy and evaluation flow. Co-work with Data Scientists and Hardware/System team and designed, maintain model test plan.

1. Design and implement internal model evaluation tools on various deep learning models.

2. Implement and integrate end to end demos using various machine learning framework, such as Keras, TensorFlow, PyTorch, etc.

3. Design and implement multiple data pre-process, alignment, argumentation tools.

4. Developed and deploy multiple SDKs on linux, android based platform, including NIST test and multiple FDR(face detection and recognition), object detection, gesture detection, etc.