Work on Sagittarius Utterance project with Chinese clint.
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Worked on my own website- From scratch I did everything
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E-commerce LLM Validation and Evaluation- Completed real world LLM Validation tasks across multiple AI project including Text to Option, Mapping, Context compliance verification and Agent next action classification. Test various model like Haiku, sonnet, gemini, Nova, GPT-5 Nano and more. Delivered 55+ approved annotations with high accuracy across labeling, compliance checking and action prediction tasks for AI training pipelines.
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LLM Model Evaluation & Comparison- evaluated and compared two AI model responses for helpfulness, personalization, language adherence, and missed opportunities. Assessed which model understood user intent, flagged quality issues, and provided structured feedback for RLFH pipeline improvement.