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Shweta Gupta
Senior Backend Software Engineer specializing in Java microservices, Kafka, and AWS
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About
AI engineer who shipped a production chat assistant for a storage company by building the underlying RAG-style knowledge base (document ingestion, chunking/embeddings, FAISS vector store) and an admin update interface to keep content current. Also has full-stack delivery experience (Python REST APIs + React/TypeScript UI) and AWS operations using Terraform/Jenkins, including handling a real production performance incident by optimizing DB queries and adding auto-scaling.
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Key Strengths
- Built and maintained a production knowledge base for a customer-facing chat assistant (chunking, embeddings, vector DB/FAISS)
- Implemented processes to keep knowledge bases accurate and up-to-date (customer validation + update interface)
- Designed production Python REST backends with auth, versioning, layered architecture, tests, CI/CD, and Dockerized deployment
- Delivered polished React + TypeScript dashboard/assistant UI with robust state management, caching/retries, and edge-case handling
- Designed Postgres star-schema models for sales analytics with indexing and iterative performance tuning
- Deployed and operated AWS environments with Terraform and Jenkins; resolved peak-load timeouts via query optimization and auto-scaling
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