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Kerui Lu
Intern Software Engineer specializing in cloud, full-stack, and distributed systems
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About
Interned at SLB and owned an end-to-end GenAI chatbot deployment for a finance team, including invoice PDF data extraction and an LLM-driven layer (LangGraph/LangChain) that translated natural language to SQL and returned results in natural language. Validated LLM JSON outputs against benchmarks using DeepDiff and deployed the solution via Docker to Kubernetes, managing pods with k9s.
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Key Strengths
- Built and deployed an end-to-end GenAI chatbot for a finance team
- Designed data pipelines for invoice PDF extraction and user-to-database interaction
- Implemented evaluation/validation of LLM-generated structured outputs using DeepDiff benchmarks
- Hands-on containerization and Kubernetes deployment (Docker, YAML manifests, k9s)
- Kafka fundamentals for ordering and deduplication using hashing/unique keys
- Collaborative Git workflow (branching and merge requests)
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