Astri N.

Key Skills

Software

Other

Scale AI

Top Subject Matter

Psychology/psychometrics and behavioral assessment

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Audio

Top Task Types

Diagnosis

RLHF

Audio Recording

Freelancer Overview

Data Trainer Generalist (AI training / RLHF evaluation), OUTLIER (Remote). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Psychology, Universitas Sebelas Maret (2025). AI-training focus includes data types such as Text, Images, and Audio and labeling workflows including RLHF, Translation, and Localization.

Labeling Experience

Data Trainer Generalist (vocal dataset generation), OUTLIER (Remote)

OtherAudioAudio Recording

Generated high-quality vocal datasets through structured live-speaking tasks for use in conversational AI voice synthesis refinement. Captured and curated spoken data intended to improve model performance in producing natural conversational speech. Contributed directly to training resources for audio/voice synthesis. • Conducted structured live-speaking data collection tasks • Captured vocal samples for dataset creation • Curated audio data quality for voice synthesis training • Supported refinement of conversational AI voice synthesis models

2026 - Present

Data Trainer Generalist (image text extraction/verification), OUTLIER (Remote)

Other

Translated and verified textual content embedded within images to support bridging visual and textual data training workflows. Ensured correctness of extracted or embedded text before it was used downstream for training. Performed verification steps to reduce errors in multimodal training datasets. • Translated textual elements present in image data • Verified accuracy of the textual content • Ensured consistency between visual and text training inputs • Improved data quality for multimodal training pipelines

2026 - Present

Data Trainer Generalist (AI training / RLHF evaluation), OUTLIER (Remote)

OtherTextRLHF

Audited AI-generated responses against strict quality compliance guidelines to identify edge cases and provide actionable feedback for model reinforcement learning (RLHF). Focused on evaluating response quality and iteratively improving training signals based on detected failures and ambiguities. Applied evaluation and feedback practices to support conversational AI model reinforcement efforts. • Reviewed model outputs for compliance with quality standards • Identified edge cases affecting model reliability • Wrote actionable feedback for RLHF refinement • Supported reinforcement learning quality improvement cycles

2026 - Present

Assistant Psychologist Intern (Assessment scoring and case report writing for corporate hiring) at RSJD Dr. RM. SOEDJARWADI

Don't discloseDiagnosis

Administered and scored psychological assessment and psychometric tools to support corporate hiring decisions for 100+ individuals, ensuring the integrity of evaluation outputs. Synthesized behavioral data into structured clinical-style case documentation with diagnosed core behavioral patterns and recommended interventions. Performed standardized scoring and interpretation workflows aligned with compliance requirements and organizational evaluation protocols. • Psychological assessments administration and scoring for 100+ participants • Behavioral data synthesis into analytical case reports • Diagnosis of core behavioral patterns • Recommendation of targeted intervention strategies

2024 - 2024

Education

Work History