Key Skills

Software

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Top Subject Matter

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Top Data Types

Audio

Document

Image

Text

Video

Top Label Types

Action Recognition

Audio Recording

Bounding Box

Classification

Data Collection

Emotion Recognition

Evaluation Rating

Object Detection

Prompt Response Writing SFT

Question Answering

Transcription

Translation Localization

Freelancer Overview

Results-driven AI Training Specialist with hands-on experience improving Large Language Models (LLMs) through RLHF, prompt engineering, and AI alignment at Outlier (Scale AI). Core responsibilities included evaluating model outputs for bias, hallucinations, and ethical compliance, performing Side-by-Side (SxS) response ranking, and authoring complex prompts to optimize few-shot and zero-shot performance. Also contributed multimodal data across text, audio, and video to improve STT/TTS engines, spatial understanding, and dialogue coherence. Key skills include RLHF, Prompt Engineering, Model Alignment & Safety, Multimodal Annotation, Hallucination Detection, and NLP. When applying to platforms like OpenTrain, highlight "Reasoning/Step-by-Step Logic" tasks as they are currently the highest-paid category, and always emphasize your multimodal experience as it is in high demand across the industry.

Labeling Experience

Education

Work History