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Chuk Yang Seng
Staff Software Engineer specializing in distributed systems and platform architecture
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About
Built a production LLM-powered data ingestion workflow at Provi, an online alcohol marketplace, to clean and match millions of distributor inventory items against a product catalog. Their experience is strongest in applying LLMs to real-world, large-scale data operations with AWS Glue, S3, batching, API integration, human review, and drift detection.
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Key Strengths
- Production LLM feature delivery for large-scale inventory ingestion
- Experience processing millions of distributor inventory items
- Practical reliability design with human-in-the-loop review
- Drift detection for mostly static distributor inventories
- AWS-based data pipeline architecture
- LLM-powered attribute extraction for product catalog matching
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