Trolleennciiogg A.

Key Skills

Software

Scale AI

Other

Top Subject Matter

LLM prompting

evaluation and queue management for AI training datasets

Language model training dataset evaluation and refinement

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Entity (NER) Classification

Freelancer Overview

Scale AI / Outlier – Front End prompt engineer and Queue Manager (Current job: Queue Manager; LATAM Coders; AI Language . Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI and Other. Education includes Bachelor's Degree, UAM and Certificate, Scale AI - Outlier. AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

Front-End Prompt Engineer and Queue Manager - Scale AI

Scale AITextEntity (NER) Classification

Spearheaded onboarding and operational delivery for new project tracks, addressing complex technical bottlenecks for developers. Led alignment meetings with stakeholders to communicate project statuses and ensure smooth execution. Developed and evaluated technical tasks using modern front-end tooling while supporting training workflows for AI systems without focusing on data labeling. • Managed queue operations and onboarding for new project tracks • Resolved technical bottlenecks and coordinated stakeholder updates • Built and evaluated engineering tasks with React, Angular, Docker, and Git • Supported LLM-related development activities including evaluation of language data models

2024 - Present

Scale AI / Outlier – LATAM Coders (SWE) track (task development/evaluation)

Other

Developed and evaluated technical tasks for training programs using engineering rubrics as part of a software engineering (LATAM Coders) track. Used modern front-end and tooling stacks to create and validate task outputs in support of AI-related training workflows. Helped onboard and train participants through structured guidance aligned with defined evaluation criteria. • Developed and evaluated tasks using rigorous engineering rubrics. • Used React, Angular, Docker, and Git for task implementation. • Trained state-of-the-art LLMs for major technology companies via workflow participation. • Coordinated with teams to maintain high standards for submissions.

2024 - Present

Scale AI / Outlier – AI Language Trainer

Scale AIText

Worked as an AI Language Trainer by evaluating and refining early-stage language data models to improve dataset quality and cultural accuracy. Applied systematic review to ensure training materials met expected standards before downstream usage. Contributed to the end-to-end readiness of language resources for AI training. • Evaluated early-stage language models and outputs. • Refined training datasets for quality and cultural accuracy. • Supported dataset preparation for LLM training. • Ensured language data met rubric-like quality expectations.

2024 - Present

Scale AI / Outlier – Front End prompt engineer and Queue Manager (Current job: Queue Manager; LATAM Coders; AI Language Trainer)

Scale AITextPrompt + Response Writing (SFT)

Served as Front End prompt engineer and Queue Manager, creating and refining LLM prompt interactions for evaluation and training workflows. Coordinated onboarding and operational delivery across new project tracks to support model and dataset iteration. Assisted in maintaining quality standards and stakeholder alignment for ongoing AI work. • Wrote and iterated prompts for LLM-based tasks. • Managed queue operations to route work for AI training/evaluation. • Led alignment meetings to communicate project status. • Resolved technical bottlenecks affecting AI workflow delivery.

2024 - Present

Education

Work History