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Labelbox
Mercor
Scale AI
Telus
Text
Document
Evaluation/Rating
Prompt + Response Writing (SFT)
RLHFFinance & AI Evaluation Contributor – Outlier (Aether Generalist | STEM preference ranking (Blackbeard Finance & Retail). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Commerce, University of Jammu (2014). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.
Evaluated Responses on the basis of 6 dimensions namely Instruction following, Verbosity, Writing style & tone, Truthfulness, Prompt correctness and Overall Rating. Then also provided justification for preference ranking.
Evaluated AI-generated responses in finance, accounting, and retail domains for factual accuracy and logical consistency. Provided structured LaTeX-formatted justifications and detailed annotations to improve model output quality. Ensured high compliance with project-specific guidelines across Outlier's Aether Generalist, Blackbeard Finance, and Retail verticals. • Contributed to model improvements by identifying reasoning errors in financial data. • Delivered targeted feedback to enhance AI system accuracy in various financial scenarios. • Maintained consistent quality benchmarks in data annotation and evaluation processes. • Applied advanced financial and accounting expertise in response assessments.
Master of Commerce, Commerce
Assistant Professor – Finance & Accounting
