AI Engineer
AnchorFilm
2025 – Present
Building AI tools for video production and delivery, including automated editing, metadata, generative video, LINE integrations, and cloud backup.
About
I’m Ching, an AI engineer with a research background
I hold a PhD in economics and have worked across fintech, media production, academic research, and public data. I’m good at turning complex rules into systems people can operate and review.
I look beyond model output: how data enters the system, where human review belongs, how failures are found, and how another team can maintain the result.
How I approach AI projects
Understand the work first
Model selection follows the workflow, data, users, and success criteria.
Keep review points
High-stakes decisions need sources, limits, logs, and human oversight.
Validate in small steps
Test quality, time, and cost with real data before expanding scope.
Document the handover
Key decisions, deployment, and operating instructions should remain with the project.
Capabilities
AI and data
OpenAI API Google Gemini Video Intelligence Faster-Whisper OCR Prompt design
Development and integration
Python JavaScript / Node.js Astro n8n REST APIs Desktop GUI
Cloud and deployment
Cloudflare Workers AWS Lambda S3 DynamoDB GCP Serverless
Languages
Traditional Chinese (native) English (professional) Japanese (JLPT N3)
Relevant experience
AI Researcher
FundFluent
2024 – Present
Developing pitch deck evaluation, document review, company data validation, grant search, and research-content agent workflows.
Postdoctoral Researcher
National Taiwan Normal University
2023 – 2025
Research in science education, structural equation modeling, and machine learning, including interdisciplinary coordination and academic publication.
Associate Researcher
Taiwan Research Institute
2021 – 2023
Worked on energy websites, electric-vehicle data systems, data cleanup, and automated reporting.
Researcher
DGBAS, Executive Yuan
2019 – 2021
Produced international statistics, recurring analysis reports, bilingual content, and press materials.
Have a workflow you would like to improve?
Send me a short note about your current process and the outcome you need. I will help you identify a practical starting point.