Martin Kihara

Key Skills

Software

CVAT

Data Annotation Tech

Encord

Mercor

CloudFactory

Sama

Top Subject Matter

Invoice/Financial Data

AI Training/Education

Top Data Types

Audio

Image

Video

Document

Text

Top Task Types

Audio Recording

Bounding Box

Data Collection

Polygon

Segmentation

Classification

Freelancer Overview

Data Entry / Indexer. Core strengths include CloudFactory and Sama. Education includes Diploma in Graphic Design, Graffins College (2015). AI-training focus includes data types such as Document and Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI 101 Program Trainee

SamaText

Through SAMA’s AI 101 Program, I completed foundational training in AI data tasks and digital literacy. I learned to follow style and evaluation guides when undertaking text-based AI workflows. The program focused on reviewing, providing actionable feedback, and understanding data labeling processes. • Evaluated AI model outputs by comparing against defined standards • Delivered structured and actionable feedback within text evaluation frameworks • Consistently adhered to detailed guidelines for AI data tasks • Enhanced readiness for remote, structured AI project roles

Through SAMA’s AI 101 Program, I completed foundational training in AI data tasks and digital literacy. I learned to follow style and evaluation guides when undertaking text-based AI workflows. The program focused on reviewing, providing actionable feedback, and understanding data labeling processes. • Evaluated AI model outputs by comparing against defined standards • Delivered structured and actionable feedback within text evaluation frameworks • Consistently adhered to detailed guidelines for AI data tasks • Enhanced readiness for remote, structured AI project roles

2025 - Present

Data Entry / Indexer

CloudfactoryDocumentClassification

As a Data Entry / Indexer at CloudFactory, I accurately indexed invoices by extracting key data fields according to strict guidelines. I ensured data integrity and consistency, maintaining high productivity with attention to detail. My work delivered structured data essential for downstream AI and process automation. • Extracted sender, recipient, and payment information from invoice documents • Followed detailed instructions to ensure accuracy and reliability • Managed structured data tasks in remote team settings • Met stringent quality and productivity standards

As a Data Entry / Indexer at CloudFactory, I accurately indexed invoices by extracting key data fields according to strict guidelines. I ensured data integrity and consistency, maintaining high productivity with attention to detail. My work delivered structured data essential for downstream AI and process automation. • Extracted sender, recipient, and payment information from invoice documents • Followed detailed instructions to ensure accuracy and reliability • Managed structured data tasks in remote team settings • Met stringent quality and productivity standards

2023 - 2024

Education

Work History