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Tanya Rodrigues
Mid-level Software Engineer specializing in cloud-native AI and full-stack systems
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About
Application-focused software engineer working on AI-heavy products, with hands-on experience building end-to-end document processing, retrieval, and configurable workflow systems. Particularly strong in combining React/TypeScript UX, FastAPI/Postgres backend design, and LLM workflow reliability improvements through validation, prompt iteration, and reusable abstractions.
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Key Strengths
- End-to-end ownership of AI document processing products across frontend, backend, and database layers
- Strong cross-layer debugging and performance optimization
- Design of resilient pipeline architectures with isolated failure handling and retryable document lifecycles
- UX-driven product improvement using analytics and iterative refinement
- Rapid MVP delivery under ambiguity for AI features
- Improving LLM reliability through prompt redesign, validation, and fallback logic
- Creation of reusable AI workflow primitives to reduce duplication
- Balanced abstraction design by separating stable orchestration from domain-specific logic
- Multi-tenant configurable workflow design with strong guardrails
- Focus on safe customization via schema and runtime validation
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