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Extract image from streaming and detect specific patterns in the image.

Image recognition

Backend engineer @ portto 門戶科技 | Blocto

Rick Ye

A RESTful API service with CRUD function with TOTP authentication.



RESTful API service

Monitor streaming in mainland China, includes metrics like loading time, FPS, bitrate.
Metrics data will be stored to database(graphite) and visualize by Grafana.

Streaming monitoring

中正大學

Rick Ye I have over five years of experience as an UI/UX designer. By incorporating data analysis and user interview, I have assisted many business...

portto 門戶科技 | Blocto

Backend engineer

Multi-chain wallet backend service
Move module on Aptos

Image Recognition Service:
- Extract images from streaming, apply post-processing to the image.
- Generate the dataset and train the YOLOv4 model, optimizing detection accuracy up to 90%.

REST API service:
- Deploy and manage the service cluster on GKE.
- Build CI/CD pipeline with Github Actions.

Streaming monitoring service:
- Maintain WebRTC TURN server(coturn)
- Maintain Hashicorp Nomad cluster
- Self-hosted Grafana cluster on GKE

JigenTec co., Ltd.

Software Engineer

Test & report platform:
- Develop a platform with Django to provide team members to report issues and update status.
- Auto-test IPMI commands and redfish RESTful API when releasing BMC firmware. 

BMC:
- According to the hardware schematic to program the BMC drive function.
- Implement communication functions according to IC data-sheets, GPIO, I2C, UART, SPI, etc are commonly used.

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