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RaviTarunPrasad Nimmalapudi
Junior Machine Learning Engineer specializing in data science and automation
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About
Built and shipped an end-to-end AI-powered portfolio chatbot, owning the React frontend, FastAPI backend, and FAISS-based retrieval layer. Demonstrates hands-on full-stack product thinking with attention to UI performance, TypeScript maintainability, and post-launch iteration on response relevance and speed.
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Key Strengths
- Built a full-stack AI portfolio chatbot end-to-end
- Strong React component architecture and reusable UI design
- Practical frontend performance optimization
- TypeScript-driven refactoring safety
- API contract modeling and schema-aware development
- End-to-end ownership across frontend, backend, and data layer
- Retrieval-based AI system design with FAISS
- Iterative product mindset balancing speed and simplicity
- Production deployment across Netlify and Render
- Post-launch monitoring and tuning for response quality and latency
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