Suvi Chen

Key Skills

Software

Scale AI

Top Subject Matter

Photogrammetry Data

Computer Vision

Large Language Models

Top Data Types

Image

Text

Document

Top Task Types

Classification

Fine-tuning

Freelancer Overview

Data Imagery Technician. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Scale AI. Education includes Bachelor of Arts, University of Texas at Dallas and Associate of Arts, Collin College. AI-training focus includes data types such as Image and Text and labeling workflows including Classification and Fine-tuning.

Labeling Experience

Data Imagery Technician

ImageClassification

In this role, I efficiently identified and corrected data issues in photogrammetry images through careful annotation. My primary assignment was to ensure high-quality labeled imagery adhering to specification standards. This work contributed to the foundation of datasets enabling computer vision and AR/VR solutions. • Conducted comprehensive visual data annotation and quality checks. • Collaborated across teams to maintain consistency in labeling. • Utilized established annotation protocols for photogrammetry assets. • Supported project delivery through timely and accurate labeling.

In this role, I efficiently identified and corrected data issues in photogrammetry images through careful annotation. My primary assignment was to ensure high-quality labeled imagery adhering to specification standards. This work contributed to the foundation of datasets enabling computer vision and AR/VR solutions. • Conducted comprehensive visual data annotation and quality checks. • Collaborated across teams to maintain consistency in labeling. • Utilized established annotation protocols for photogrammetry assets. • Supported project delivery through timely and accurate labeling.

2024 - 2025

GenAI Engineer

Scale AITextFine Tuning

I pioneered the training and evaluation of large language models (LLMs) for covert, advanced use cases in both government and enterprise environments. I was responsible for supporting the AI training lifecycle, including prompt writing, reviewing outputs, and iterative model fine-tuning. My leadership and mentoring role ensured ethical standards and technical efficiency during the model training process. • Developed and refined prompts for LLM training and evaluation. • Provided continual feedback and quality checks on model outputs. • Mentored teams on best practices in LLM training and ethical workflows. • Collaborated with technical stakeholders to meet training objectives.

I pioneered the training and evaluation of large language models (LLMs) for covert, advanced use cases in both government and enterprise environments. I was responsible for supporting the AI training lifecycle, including prompt writing, reviewing outputs, and iterative model fine-tuning. My leadership and mentoring role ensured ethical standards and technical efficiency during the model training process. • Developed and refined prompts for LLM training and evaluation. • Provided continual feedback and quality checks on model outputs. • Mentored teams on best practices in LLM training and ethical workflows. • Collaborated with technical stakeholders to meet training objectives.

2023 - 2024

Education

Work History