Pwahido Nakana Tadouno

Key Skills

Software

CVAT

Data Annotation Tech

Other

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Video

Top Label Types

Action Recognition

Classification

Data Collection

Object Detection

Segmentation

Freelancer Overview

I am a detail-oriented data specialist with hands-on experience in data labeling, annotation, and AI training data projects. My recent freelance work has focused on high-precision text labeling and image segregation, where I consistently maintained a 99%+ accuracy rate and ensured strict adherence to project guidelines. I excel at data validation, quality assurance, and database cleaning, always prioritizing data integrity and audit-ready results. With a background in administration and project coordination, I bring strong organizational skills and a keen eye for detail to every task, making me adept at handling complex datasets for machine learning and AI applications.

Labeling Experience

Data Labeling Analyst (Simulation) | Forage Academy

CVATTextClassification

As a Data Labeling Analyst at Forage Academy, I processed extensive customer support datasets using strict schema protocols. I classified entries for Intent, Sentiment, and PII, ensuring high standards of data privacy and accuracy. I regularly reviewed ambiguous edge cases and drafted rationales to optimize machine learning outcomes. • Conducted peer reviews to spot inconsistencies and maintain labeling quality. • Improved labeling guidelines by proposing strategic schema adjustments. • Documented rationale for ambiguous or complex data cases. • Focused on maintaining high ethical standards in all annotation work.

As a Data Labeling Analyst at Forage Academy, I processed extensive customer support datasets using strict schema protocols. I classified entries for Intent, Sentiment, and PII, ensuring high standards of data privacy and accuracy. I regularly reviewed ambiguous edge cases and drafted rationales to optimize machine learning outcomes. • Conducted peer reviews to spot inconsistencies and maintain labeling quality. • Improved labeling guidelines by proposing strategic schema adjustments. • Documented rationale for ambiguous or complex data cases. • Focused on maintaining high ethical standards in all annotation work.

2025 - 2025

Freelance Data & Media Specialist | Self-Employed

CVATImageClassificationObject Detection

As a Freelance Data & Media Specialist, I performed large-scale AI training using high-precision text labeling and image segregation. I ensured that each project met or exceeded a 99% accuracy requirement while adhering strictly to unique taxonomies. I managed quality control through diligent data entry and routine dataset audits. • Processed both text and image datasets for annotation and machine learning. • Prioritized client requirements and project-specific labeling rules. • Maintained audit-ready database records at all times. • Demonstrated adaptability across varied annotation projects.

As a Freelance Data & Media Specialist, I performed large-scale AI training using high-precision text labeling and image segregation. I ensured that each project met or exceeded a 99% accuracy requirement while adhering strictly to unique taxonomies. I managed quality control through diligent data entry and routine dataset audits. • Processed both text and image datasets for annotation and machine learning. • Prioritized client requirements and project-specific labeling rules. • Maintained audit-ready database records at all times. • Demonstrated adaptability across varied annotation projects.

2023

Education

Work History