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Meredith Ma
Entry-level AI/ML Software Engineer specializing in generative AI and computer vision
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About
Built and owned a production RAG coding assistant at Magna International used by 200 engineers, with hands-on work across React/TypeScript, retrieval infrastructure, and Postgres observability. Also brings an unusual blend of product UX thinking from AR game onboarding work, showing strength in both technical systems reliability and user activation.
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Key Strengths
- End-to-end product ownership across frontend, backend, and database layers
- Production AI/RAG systems expertise
- Strong observability and debugging across system layers
- Performance optimization via embedding cache and latency reduction
- Data-driven product measurement and ROI tracking
- UX onboarding improvement through playtesting insights
- Rapid scoping under ambiguity
- Pragmatic API abstraction for reuse
- Multi-tenant config isolation and guardrail design
- Built a coding assistant used by 200 engineers
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