I'm Richard He, a seasoned data professional with extensive experience spanning multiple industries and sectors. My journey began nearly two decades ago in full-stack development, eventually shifting my focus to data and distributed computing.

Since 2017, I’ve focused my expertise on the Google Cloud Platform (GCP), particularly in the data domain. I’ve helped numerous businesses successfully adopt GCP, implement sustainable practices, and build high-performing teams.

Many have encouraged me to share my GCP expertise with a wider audience, and after thoughtful consideration, I’ve launched this channel, #PracticalGCP. Through clear, practical, and easy-to-follow videos, I aim to explore all aspects of data and engineering on GCP, sharing my knowledge to benefit a broader community.

If you’d like to learn more about my background and work, feel free to visit my LinkedIn profile at https://www.linkedin.com/in/shenghuahe/.

Manage Data Quality at Scale with Dataplex and Gemini
46:30
Manage Data Quality at Scale with Dataplex and Gemini
Optimising Open Source LLM Deployment on Cloud Run
42:52
Optimising Open Source LLM Deployment on Cloud Run
When Cloud Run Meets Deepseek
45:19
When Cloud Run Meets Deepseek
Handle the unexpected by replaying messages on Cloud Pub/Sub
34:51
Handle the unexpected by replaying messages on Cloud Pub/Sub
Faster Data Cleansing with BigQuery Pipe Syntax
26:59
Faster Data Cleansing with BigQuery Pipe Syntax
How effective is History-based Optimisations on BigQuery
16:03
How effective is History-based Optimisations on BigQuery
Use Continuous Query and LLM to Understand Customer Feedback
11:57
Use Continuous Query and LLM to Understand Customer Feedback
Analysing Logs Using Data Canvas
5:35
Analysing Logs Using Data Canvas
Cloud Run Flow Control
5:04
Cloud Run Flow Control
Reliable and Controlled Cloud PubSub Producer
5:37
Reliable and Controlled Cloud PubSub Producer
The Importance of Idempotency in Designing Data Pipelines
3:29
The Importance of Idempotency in Designing Data Pipelines
Secure Offline Package Management in Jupyter
5:58
Secure Offline Package Management in Jupyter
Integrating PubSub Push with Cloud Run
3:17
Integrating PubSub Push with Cloud Run
Use BigQuery Transfer Service to Optimise a File Based CDC
22:41
Use BigQuery Transfer Service to Optimise a File Based CDC
Save 50 percent of your Data Engineering effort via Continuous Queries
39:03
Save 50 percent of your Data Engineering effort via Continuous Queries
Stream sharing with Pub/Sub using Analytics Hub
19:33
Stream sharing with Pub/Sub using Analytics Hub
Seamless transition of Vector Search from BigQuery to Feature Store
34:56
Seamless transition of Vector Search from BigQuery to Feature Store
Run Cloud Composer Locally
16:37
Run Cloud Composer Locally
DBT Core on Cloud Run Job
39:26
DBT Core on Cloud Run Job
How to build a sustainable data ecosystem on Google Cloud
29:59
How to build a sustainable data ecosystem on Google Cloud
A practical application leveraging Langchain and BigQuery Vector Search
44:30
A practical application leveraging Langchain and BigQuery Vector Search
Scaling development teams with Cloud Workstations
26:13
Scaling development teams with Cloud Workstations
Privileged Just-in-time access on Google Cloud with JIT
44:59
Privileged Just-in-time access on Google Cloud with JIT
Real-time Analytics with Cloud Spanner CDC
37:29
Real-time Analytics with Cloud Spanner CDC
Streaming data from BigQuery to Datastore using Dataflow
46:19
Streaming data from BigQuery to Datastore using Dataflow
Serverless distributed processing with BigFrames
27:53
Serverless distributed processing with BigFrames
Automated data profiling and quality scan via Dataplex
26:48
Automated data profiling and quality scan via Dataplex
Centralised Data Sharing using Analytics Hub
31:33
Centralised Data Sharing using Analytics Hub
BigQuery to Datastore via Remote Functions
22:20
BigQuery to Datastore via Remote Functions
Connect to services on another VPC via Private Service Connect (PSC)
24:08
Connect to services on another VPC via Private Service Connect (PSC)