LLM Pipeline Architect / Model Evaluator
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Engineered a multi-LLM data processing pipeline and intelligent submission analysis system leveraging annotated structured data. Set up contextual re-scoring and output evaluation strategies based on human and automated annotations. Designed workflows that synchronize annotated evaluation with CRM tracking for continuous model quality improvement.
• Conducted human-in-the-loop annotation and validation of model-generated outputs.
• Implemented rating and re-scoring mechanisms to assess contextual appropriateness and accuracy of LLM submissions.
• Integrated annotation results into automated performance tracking systems.
• Leveraged feedback to fine-tune model recommendations and decision support processes.
Engineered a multi-LLM data processing pipeline and intelligent submission analysis system leveraging annotated structured data. Set up contextual re-scoring and output evaluation strategies based on human and automated annotations. Designed workflows that synchronize annotated evaluation with CRM tracking for continuous model quality improvement. • Conducted human-in-the-loop annotation and validation of model-generated outputs. • Implemented rating and re-scoring mechanisms to assess contextual appropriateness and accuracy of LLM submissions. • Integrated annotation results into automated performance tracking systems. • Leveraged feedback to fine-tune model recommendations and decision support processes.
2025 - 2025