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Zhihua Hu

huzhihua

Building reliable and cost-efficient data extraction and automation tools for AI, research, and workflow automation.

ACTOR STATS

1 public Actor

2 total users

3 monthly users

>99% runs succeeded

About

I build practical data extraction and automation tools for developers, AI workflows, researchers, and content teams.

My focus is on creating Actors that are:

  • Reliable in real production environments
  • Easy to use through Apify Console and API
  • Cost-efficient at scale
  • Structured for AI, RAG, and automation workflows
  • Transparent and predictable in pricing

Current focus

  • YouTube transcript and metadata extraction
  • AI-ready datasets
  • RAG and LLM data pipelines
  • Content and research automation
  • Reliable web data collection

I actively test my Actors on Apify Cloud and improve them based on real production behavior, including rate limits, proxy reliability, retries, caching, and cost efficiency.

If you encounter an issue with one of my Actors, please use the Actor issue tracker and include the Run ID when possible.

Public Actors