Evy Rusli

Key Skills

Software

Other

Mercor

Top Subject Matter

Mandarin Language

Natural Language Processing

LLM (Large Language Models)

Top Data Types

Text

Document

Top Task Types

Audio Recording

Freelancer Overview

Artificial Intelligence Data and LLM Trainer (Mandarin Language). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Mercor. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Artificial Intelligence Data and LLM Trainer (Mandarin Language)

OtherText

As an Artificial Intelligence Data and LLM Trainer for Cactus Communications, I refined and evaluated AI-generated text in Mandarin Chinese. My role emphasized enhancing linguistic nuance, cultural appropriateness, and stylistic accuracy. I regularly optimized AI outputs using advanced multimodal tools. • Assessed model outputs for linguistic and cultural fidelity • Provided feedback to AI/ML teams for system improvements • Utilized Perplexity and Gemini for enhancement tasks • Ensured consistency in stylistic and contextual interpretation

As an Artificial Intelligence Data and LLM Trainer for Cactus Communications, I refined and evaluated AI-generated text in Mandarin Chinese. My role emphasized enhancing linguistic nuance, cultural appropriateness, and stylistic accuracy. I regularly optimized AI outputs using advanced multimodal tools. • Assessed model outputs for linguistic and cultural fidelity • Provided feedback to AI/ML teams for system improvements • Utilized Perplexity and Gemini for enhancement tasks • Ensured consistency in stylistic and contextual interpretation

2026 - Present

Artificial Intelligence Data and LLM Trainer (Mandarin Language)

MercorText

In my role at Mercor.io, I documented AI failure modes and labeled Mandarin language inconsistencies. I contributed to fine-tuning under supervised learning frameworks and provided expert evaluation of model outputs. My feedback influenced prompt design and model response strategies. • Reviewed model outputs for correctness and nuance • Documented error patterns for training • Recommended improvements for supervised fine-tuning • Enhanced the model’s adaptability for Mandarin requests

In my role at Mercor.io, I documented AI failure modes and labeled Mandarin language inconsistencies. I contributed to fine-tuning under supervised learning frameworks and provided expert evaluation of model outputs. My feedback influenced prompt design and model response strategies. • Reviewed model outputs for correctness and nuance • Documented error patterns for training • Recommended improvements for supervised fine-tuning • Enhanced the model’s adaptability for Mandarin requests

2025 - Present

Artificial Intelligence Data and LLM Trainer (Mandarin Language)

OtherText

At OpenTrain AI, I worked as an Artificial Intelligence Data and LLM Trainer, focusing on Mandarin language tasks. My contributions included optimizing and evaluating AI-generated outputs to improve nuance and accuracy. To fine-tune the model, I collaborated with researchers and documented inconsistencies for supervised learning. • Improved AI model outputs for linguistic accuracy • Identified and recorded failure modes • Participated in fine-tuning and feedback cycles • Supported technical teams to elevate output quality

At OpenTrain AI, I worked as an Artificial Intelligence Data and LLM Trainer, focusing on Mandarin language tasks. My contributions included optimizing and evaluating AI-generated outputs to improve nuance and accuracy. To fine-tune the model, I collaborated with researchers and documented inconsistencies for supervised learning. • Improved AI model outputs for linguistic accuracy • Identified and recorded failure modes • Participated in fine-tuning and feedback cycles • Supported technical teams to elevate output quality

2025 - Present

Education

Work History