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Saffinah Shi
Junior Software Engineer specializing in full-stack, cloud serverless, and AI systems
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About
SDE who worked on an MGICS Lab robotics project building a multi-agent model to help agents understand tasks and generate robot instructions, emphasizing task-splitting, checking, and a reflection agent to improve accuracy. Also has experience using GitHub with automated CI/CD pipelines.
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Key Strengths
- Built multi-agent workflow for robotics task understanding and instruction
- Implemented task-splitting and checking agents to reduce execution mistakes
- Used a reflection agent to improve accuracy (reported <80% without it)
- Experience setting up automated CI/CD in GitHub
- Improved UX by eliminating unnecessary frontend refreshes via backend change-deferral design
- Reduced user-reported issues/tickets by ~80% after redesigning update flow
- Strong at diagnosing cross-system (frontend/backend) issues in inherited codebases
- Uses testing (backend + frontend validation) to ensure API reliability
- Practical rollback/versioning approach using GitHub and coordinating fixes with teammates
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