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Hsiang-Chen Chiu
Junior AI Software Engineer specializing in computer vision and generative AI
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About
Built an end-to-end AI resume tailoring system in Python/FastAPI with strong emphasis on reliability, validation, observability, and regression-based quality control. Also demonstrates thoughtful browser and workflow automation skills, especially around brittle UIs, resumable state, and turning ambiguous manual processes into production-ready automated pipelines.
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Key Strengths
- End-to-end Python integration design for AI workflow systems
- Strong focus on silent quality regression prevention
- Production-minded testing strategy across unit, integration, and regression layers
- Structured validation and error handling with clear stage boundaries
- Observability-first debugging with run IDs, timings, logs, and per-run reports
- Resilient browser automation for dynamic, stateful UIs
- Failure recovery via checkpointing and resumable session state
- Translating ambiguous manual SOPs into robust automated workflows
- Explicit modeling of exception paths and manual-review handoffs
- Data-driven hardening of flaky automation using measurable reliability metrics
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