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Ayisha Nishana

AI Trainer (Outlier - Freelance)

India flagCoimbatore, India
$15.00/hrIntermediateOtherAppenClickworker

Key Skills

Software

Other
AppenAppen
ClickworkerClickworker

Top Subject Matter

Tamil Language
Mathematics Domain Expertise

Top Data Types

TextText
AudioAudio
VideoVideo

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
SegmentationSegmentation
TranscriptionTranscription
Data CollectionData Collection

Freelancer Overview

AI Trainer (Outlier - Freelance). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes a Master of Science from Bharathiar University (2019) and a Bachelor of Science, VLB Janakiammal College of Arts and Science (2017). AI-training

IntermediateEnglish

Labeling Experience

AI Trainer (Outlier - Freelance)

OtherTextPrompt Response Writing SFT
As an AI trainer at Outlier, I contributed to training large language models (LLMs) in Tamil and Mathematics. I crafted and refined prompts to improve model accuracy and contextual understanding. My efforts focused on enhancing the AI's capabilities in language and subject-specific queries. • Developed and optimized prompts for LLMs in Tamil and Mathematics • Ensured linguistic and subject-matter accuracy in all AI training interactions • Collaborated remotely in a freelance capacity for diverse projects • Engaged in continuous testing and feedback to improve AI performance

As an AI trainer at Outlier, I contributed to training large language models (LLMs) in Tamil and Mathematics. I crafted and refined prompts to improve model accuracy and contextual understanding. My efforts focused on enhancing the AI's capabilities in language and subject-specific queries. • Developed and optimized prompts for LLMs in Tamil and Mathematics • Ensured linguistic and subject-matter accuracy in all AI training interactions • Collaborated remotely in a freelance capacity for diverse projects • Engaged in continuous testing and feedback to improve AI performance

2023 - 2024

Education

B

Bharathiar University

Master of Science, Mathematics

Master of Science
2017 - 2019
V

VLB Janakiammal College of Arts and Science

Bachelor of Science, Mathematics

Bachelor of Science
2014 - 2017

Work History

A

Appen

Transcriptionist

Coimbatore
2025 - Present
O

Outlier

Tamil AI trainer

Coimbatore
2023 - 2025