Onca C.

Key Skills

Software

Don't disclose

Other

CrowdFlower

Dataloop

Labelbox

Scale AI

Snorkel AI

Surge AI

Top Subject Matter

AI-generated content evaluation and academic research

Academic research and analytical reporting for AI/data-focused projects

Data analysis & reporting within AI evaluation/data-focused work

Top Data Types

Text

Image

Video

Top Task Types

Prompt + Response Writing (SFT)

Bounding Box

Classification

Segmentation

Object Detection

Text Summarization

Data Collection

Transcription

Freelancer Overview

AI Research & Evaluation Projects (AI content evaluation). Core strengths include Don't disclose and Other. Education includes Current Student, Seminole State College (2028). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Analysis & Reporting (dataset organization and trend reporting)

OtherDocument

Organized datasets and performed analysis to identify trends supporting project reporting. Produced reports intended to inform decision-making based on observed patterns. Ensured dataset quality through careful data handling and validation practices. • Structured datasets for analysis • Identified and interpreted trends • Compiled reporting materials for decisions • Applied attention to detail during data validation

2024 - Present

Academic Research Projects (research organization & reporting)

OtherDocument

Conducted research tasks that involved organizing information and preparing analytical summaries. Built structured datasets to support analysis and decision-making. Produced documentation to communicate findings clearly for stakeholders. • Organized research findings into usable formats • Created analytical summaries from collected information • Prepared reports based on dataset trends • Focused on information verification and presentation

2024 - Present

AI Research & Evaluation Projects (AI content evaluation)

Don't discloseText

Evaluated AI-generated content to assess accuracy, clarity, consistency, and relevance. Performed quality checks aligned with academic expectations for correctness and usefulness. Documented findings through analytical summaries to support research outcomes. • Reviewed outputs against stated criteria • Identified issues in accuracy and coherence • Assessed relevance to intended context • Prepared evaluation notes for reporting

2024 - Present

Education

Work History