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Yuhao Lin
Entry-level Full-Stack Engineer specializing in web platforms and applied systems development
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About
Frontend engineer with hands-on experience building real-time, data-heavy React/TypeScript products, including a prediction market interface at Nickel5 and dashboard tooling at QBittensorLab. Stands out for strong component/state architecture, practical performance tuning in production, and unusually candid communication about both strengths and gaps.
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Key Strengths
- Built real-time prediction market UI in React and TypeScript
- Strong frontend architecture with clear hook/component boundaries
- Production React performance optimization
- Thoughtful state management separating server and local UI state
- Methodical debugging with React DevTools Profiler
- Render optimization through memoization and stable callbacks
- Responsive UX with optimistic updates and debounced validation
- High candor about technical gaps and scale limitations
- Built end-to-end OCR pipeline from raw handwritten images to corrected text output
- Strong engineering rigor around explicit step outputs, validation, and failure-path design
- Hands-on experience with retries, error handling, and failure-rate tracking in distributed REST API systems
- Practical idempotency and data-consistency handling in e-commerce payments (duplicate Stripe events, partial failures)
- High integrity and transparency about experience boundaries
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