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RLHF
Prompt + Response Writing (SFT)
Object Detection
Text Generation
Question Answering
Text Summarization
Transcription
Data Collection
ClassificationAs a meticulous worker with firsthand experience with the AI data cycle, I possess expertise in Reinforcement Learning from Human Feedback (RLHF), data annotation, and content assessment. Engaging with challenging projects in the foundation of AI data training programs, I specialize in examining large language model (LLM) outputs for absolute correctness, factual consistency, and structural integrity. It's important to note that what distinguishes me is an absolute dedication to data quality, spatial and logical reasoning, and performance indicators under stringent procedural requirements. I have an aptitude for applying complex evaluation criteria and creating highly accurate labels during multi-modal evaluations, copyediting of model outputs, and in-depth factual verifications. In particular, my technical expertise and methodological proficiency in dataset curation support the development of robust reasoning capabilities in AI models.
ImageRLHFConducted Reinforcement Learning from Human Feedback (RLHF) to evaluate and optimize multi-modal AI model outputs based on visual data inputs. Analyzed generated image captions, structural descriptions, and spatial reasoning tasks against strict accuracy and formatting guidelines to train the model on visual comprehension.
BS, Animal Science
Fellow
