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Mercor
Text
Document
Geospatial Tiled Imagery
Prompt + Response Writing (SFT)
Evaluation/Rating
Text Generation
Question Answering
ClassificationI am a geology PhD candidate specializing in basin thermal evolution, structural geology, and hydrothermal mineralization, with hands-on AI training data experience across multiple active platforms and contracts. I hold active contracts with Outlier AI, DataAnnotation, Ambitus AI (Project Ares), and Handshake AI (Project Odyssey). Through Project Ares, I develop seismic interpretation prompts, evaluation rubrics, and golden artifacts across industry-standard datasets including Penobscot, F3, Beaufort Sea, and Stratton, and serve as a domain expert peer reviewer. I am also micro1-certified, having passed the platform's technical screening process. What sets me apart is the combination of deep domain expertise and practical experience designing the evaluation infrastructure that makes AI training data reliable. I understand not just the science being taught to models, but what makes a prompt unambiguous, a rubric defensible, and an artifact reproducible. My background spans seismic interpretation in OpendTect, Petrel, and Kingdom, fluid inclusion microthermometry, stable isotope geochemistry, and 3D structural analysis, giving me the technical range to contribute across geoscience, earth science, and broader STEM training tasks.
TextEvaluation/RatingEvaluated multimodal AI outputs through structured annotation and quality review tasks, including image description, comparison, and instruction-following assessments. Contributed to model improvement through human-in-the-loop feedback following defined quality guidelines.
TextEvaluation/RatingEvaluated AI model outputs through structured annotation and quality review tasks, including response comparison, factual accuracy assessment, and instruction-following evaluation. Contributed to model improvement through human-in-the-loop feedback following defined quality guidelines.
TextPrompt + Response Writing (SFT)Completed independent AI training tasks in utility and energy environments as a credentialed domain expert. Evaluated model outputs for technical accuracy and reasoning quality against domain standards.
TextPrompt + Response Writing (SFT)Created training data for frontier AI models capturing how expert geoscientists reason through seismic interpretation and problem solving. Performed expert review of peer-submitted tasks to ensure prompt quality and domain accuracy. Contributed to AI training by providing domain-guided rubrics, golden artifacts, and evaluation standards across multiple industry datasets.
Doctor of Philosophy, Geology
Master of Science, Geology
Geoscience Intern
Geoscience Intern
