Key Skills

Software

Mercor

Mindrift

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Audio

Document

Geospatial Tiled Imagery

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Video

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Action Recognition

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Entity Ner Classification

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Prompt Response Writing SFT

Question Answering

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Freelancer Overview

I have hands-on experience as an AI Trainer and Quality Evaluator at Outlier, where I collaborated directly with large language models (LLMs) to refine, validate, and enhance AI-generated outputs. My work involved structured data labeling, response evaluation, intent verification, and detailed fact-checking using credible web sources. I curated and annotated datasets, assessed model outputs for logical consistency and instruction adherence, and designed optimized prompts to improve performance while reducing ambiguity and hallucinations. This role required strict compliance with detailed guidelines, strong analytical reasoning, and the ability to switch efficiently between diverse tasks and subject areas. What sets me apart is my interdisciplinary background in Microbiology and Project Management, which strengthens my research depth, attention to detail, and structured problem-solving approach. My scientific training enables me to critically evaluate claims using evidence-based reasoning, while my project management certification supports organized execution and quality control. Combined with strong web research skills and a deeper-than-user-level understanding of LLM capabilities and limitations, I bring both precision and adaptability to AI training workflows.

Labeling Experience

Education

Work History