Bonzar R.

Key Skills

Software

Don't disclose

Top Subject Matter

Linguistics & Language Data

Translation & Localization

Conversational AI or NLP

Top Data Types

Text

Audio

Document

Top Task Types

Classification

Segmentation

Entity (NER) Classification

Text Generation

Transcription

Evaluation/Rating

Freelancer Overview

I'm a native Tagalog speaker with formal education in Filipino linguistics looking to contribute to AI training projects. I have strong background in research, data & contextual analysis, writing, and translation with a keen eye for cultural nuance and natural language patterns. I'm looking to build a long-term track record in data labeling and AI training.

Labeling Experience

Bilingual Text Annotation (English & Tagalog)

TextTranscription

Annotating, translating, and reviewing English-Tagalog text pairs for accuracy and natural phrasing such as identifying code-switching (Taglish) and cultural language use.

2026 - Present

AI Response Evaluation

TextEvaluation/Rating

Evaluating AI responses for accuracy, relevance, helpfulness, and tone and comparing multiple responses, ranking outputs, and providing feedback based on quality guidelines.

2026 - Present

Classification & Sentiment Annotation

TextClassification

Text classification and sentiment annotation tasks following provided guidelines including categorizing text by sentiment, labeling, and applying classification tags with consistency and attention to detail. I am comfortable working from detailed instructions and quality rubrics.

2026 - Present

Education

Work History