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L

Lance Faustino

Data Labeling Specialist – AI & LLM Projects

PHILIPPINES flag
Tarlac City, Philippines
$25.00/hrExpertInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Large Language Model Fine-tuning
Conversational AI
Sentiment Analysis

Top Data Types

TextText
VideoVideo
AudioAudio

Top Task Types

Fine Tuning
Bounding Box
Point Key Point
Text Generation
Text Summarization
Transcription
Data Collection
Object Detection
Red Teaming
Evaluation Rating

Freelancer Overview

Data Labeling Specialist – AI & LLM Projects. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Tarlac State University (2022) and Senior High School Diploma, Tarlac Christian College (2022). AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

ExpertEnglish

Labeling Experience

Data Labeling Specialist – AI & LLM Projects

TextFine Tuning
As a Data Labeling Specialist for AI and LLM projects, I performed labeling and curation of high-quality datasets for large language model (LLM) fine-tuning and training. I was responsible for annotating AI-generated conversational text, summaries, and sentiment data to ensure factual accuracy and ethical alignment. Additionally, I evaluated LLM outputs for quality, safety, bias, and managed workflows for diverse AI projects. • Labeled datasets focused on conversation, summarization, and sentiment analysis. • Evaluated LLM content for hallucinations, bias, and unsafe outputs. • Managed specialized projects such as paint-video-add-objects, salient-captions, and rubric verification. • Tracked metrics and technical errors throughout multiple labeling and evaluation tasks.

As a Data Labeling Specialist for AI and LLM projects, I performed labeling and curation of high-quality datasets for large language model (LLM) fine-tuning and training. I was responsible for annotating AI-generated conversational text, summaries, and sentiment data to ensure factual accuracy and ethical alignment. Additionally, I evaluated LLM outputs for quality, safety, bias, and managed workflows for diverse AI projects. • Labeled datasets focused on conversation, summarization, and sentiment analysis. • Evaluated LLM content for hallucinations, bias, and unsafe outputs. • Managed specialized projects such as paint-video-add-objects, salient-captions, and rubric verification. • Tracked metrics and technical errors throughout multiple labeling and evaluation tasks.

2022 - Present

Education

T

Tarlac Christian College

Senior High School Diploma, General Academic Strand (Senior High School)

Senior High School Diploma
2020 - 2022
T

Tarlac State University

Bachelor of Science, Information Technology

Bachelor of Science
2022

Work History

N

N/A

Data Entry Clerk

Tarlac City
2022 - 2022