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Yupeng Tang

Junior Machine Learning Engineer specializing in LLM systems and GPU inference

Atlanta, GAGraduate Research Assistant (LLM Systems)1 years experienceJuniorArtificial IntelligenceMachine LearningCloud Computing
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About

LLM/agent engineer who shipped a production RAG-based recommendation + explanation system that replaced a traditional recommender stack, delivering ~20% CTR lift (and +8% after a reliability iteration) with strong cold-start performance. Demonstrates strong production rigor: schema-constrained generation, typed tool calling, explicit state/orchestration, deep monitoring/feedback loops, and safe integration with messy ERP inventory/order data using normalization, idempotency, and conflict-resolution guardrails.

Experience

Graduate Research Assistant (LLM Systems)Georgia Tech
Machine Learning Engineer InternGMI Cloud
Graduate Research Assistant (Machine Learning)Georgia Tech
Graduate Teaching AssistantGeorgia Tech

Education

Georgia Institute of Technologymaster, Computer Science (Machine Learning) (2026)
Shandong Universitybachelor, Artificial Intelligence (2023)

Key Strengths

  • Shipped production LLM/RAG recommender with strict grounding, reranking, and robust fallbacks
  • Improved CTR ~20% vs prior recommender; strong cold-start performance
  • Designed monitoring split by retrieval vs generation quality with end-to-end logging and dashboards
  • Built deterministic multi-step agent pipelines using typed tools, structured schemas, and explicit state tracking
  • Material reliability iteration: added reranking + minimum relevance threshold + fallback, improving CTR ~8% and reducing hallucinations
  • Safely integrated agents with messy multi-ERP data via normalization, validation, idempotent writes, and conflict resolution

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Languages

English

Skills

PythonSQLCC++GoJavaBashJavaScriptTypeScriptNode.jsReactLinuxUnixGitPyTorch