Shao-Heng (Daniel) Tai

You can reach me at:

Twitter: https://twitter.com/danielsig727
GitHub: https://github.com/danielsig727
LinkedIn: https://www.linkedin.com/in/shao-heng-tai-40154940/

Languages and Tools

Python
Golang
gRPC
MongoDB
ElasticSearch
Fluentd
Kibana

Cloud Technologies

AWS
GCP
- Certified Associate Cloud Engineer
Kubernetes
Prometheus
Terraform

Experiences

Umbo Computer Vision

AI and Infrastructure Engineer (Nov 2016 – Present)

Design, build and operate cloud microservices and infrastructures for real-time computer vision/machine learning/AI production systems on AWS and GCP.

Design, implement, and operate data collection pipelines for machine learning
Build internal services using Python and Golang
Operate and optimize service architectures on AWS and GCP for cost and performance
Build and operate logging and monitoring infrastructures
- Using fluentd, Prometheus, etc.
- Integrate Prometheus with Istio on GKE
- Setup federated Prometheus clusters and grafana dashboard

IBM Taiwan

Student summer intern (Jul 2012 – Aug 2012)

Internship in Hardware testing team, TSTL (Taiwan System & Technology Lab)

RSSM (RAIDed Shared Storage Module) testing automation tool using Perl and Gtk
Automating testing environment provisioning using PXE boot and OS installation automation tools of Windows and Linux distributions