Benny P.

Key Skills

Software

Other

Top Subject Matter

AI/ML training datasets

LLM output evaluation

English language content

Top Data Types

Text

Image

Top Task Types

Classification

Freelancer Overview

Freelance Data Annotator & Content Writer (2020 – Present). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Freelance Data Annotator & Content Writer (Image Tagging) (2020 – Present)

OtherImageClassification

Labeled and tagged image data to help train and fine-tune AI/ML models. Applied annotation guidelines to ensure correct labeling consistency at scale. Contributed to overall dataset quality by maintaining accuracy benchmarks and meeting strict deadlines. • Image tagging • Multi-modal dataset preparation (image plus text/conversational data) • Quality control against annotation instructions • Throughput maintenance for high-volume labeling

2020 - Present

Freelance Data Annotator & Content Writer (2020 – Present)

OtherText

Performed text annotation and labeling to support training and fine-tuning of AI/ML models. Evaluated AI-generated responses for quality, factual accuracy, coherence, and goal alignment while providing structured written feedback. Rewrote and improved AI outputs to match required tone, clarity, and correctness standards for multiple use cases. • Text classification • Named entity recognition (NER) labeling and related entity/tagging tasks • Sentiment labeling and conversational labeling • RLHF comparative rating and ranking support

2020 - Present

Education

Work History