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PrabhjyotKaur Bamrah
Mid-level Full-Stack Software Engineer specializing in enterprise apps and AI/ML
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Engineer with experience scaling enterprise AI products in production, including a C3 AI deployment expanded from 2 to 4 sites across the US and Canada. Also built a GPT-4o-powered RAG assistant for plant operators, combining structured and unstructured data with human-in-the-loop safeguards and iterative evals to improve answer quality.
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Key Strengths
- Owned end-to-end scale-out of a production product across 4 sites in the US and Canada
- Built scalable data pipelines for TB-scale time series data
- Strong full-stack delivery across React/TypeScript frontend and backend/data infrastructure
- Designed resilient APIs with retries, idempotency, and robust error handling
- Shipped a production RAG-based GenAI assistant for plant operators using GPT-4o
- Applied practical LLM evaluation with OpenSearch logging, manual validation, and LLM-as-judge
- Improved model accuracy by iterating on chunking strategy
- Breaks ambiguous PoC work into smaller deliverables to reduce rework and align teams
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