Fakhrian Anisa

Key Skills

Software

Appen

Labelbox

Other

Internal/Proprietary Tooling

iMerit

Top Subject Matter

Multimodal AI Annotation

Image Annotation for AI Training

Content Review

Top Data Types

Audio

Image

Text

Top Task Types

Audio Recording

Classification

Evaluation/Rating

Prompt + Response Writing (SFT)

Question Answering

Freelancer Overview

Multimodal AI Annotation and Evaluation (RWS). Core strengths include Other and iMerit. AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

Image Annotation and Model Training Support (iMerit)

ImeritImageClassification

I annotated image reference data for iMerit to support AI visual recognition and model training. Consistent precision was achieved by following detailed annotation guidelines throughout each project phase. Successful project outcomes led to continued collaboration and project invitations. • Annotated images for use in computer vision model development. • Carefully followed strict annotation instructions for accuracy. • Worked on Ango AI platform as a primary tool. • Maintained full-time annotation volume in structured workflows.

I annotated image reference data for iMerit to support AI visual recognition and model training. Consistent precision was achieved by following detailed annotation guidelines throughout each project phase. Successful project outcomes led to continued collaboration and project invitations. • Annotated images for use in computer vision model development. • Carefully followed strict annotation instructions for accuracy. • Worked on Ango AI platform as a primary tool. • Maintained full-time annotation volume in structured workflows.

2022 - Present

Multimodal AI Annotation and Evaluation (RWS)

OtherImageClassification

I worked on multimodal AI annotation and evaluation at RWS, addressing tasks involving image editing, AI chat, and social media annotation. Responsibilities included data annotation, validation, and quality assurance across various formats. I consistently met client expectations with no revision requirements. • Performed multimodal annotation focusing on images and text. • Reviewed and edited AI-generated content for accuracy. • Used Parimango and Multimango platforms for efficient labeling. • Maintained full-time workload and high project standards.

I worked on multimodal AI annotation and evaluation at RWS, addressing tasks involving image editing, AI chat, and social media annotation. Responsibilities included data annotation, validation, and quality assurance across various formats. I consistently met client expectations with no revision requirements. • Performed multimodal annotation focusing on images and text. • Reviewed and edited AI-generated content for accuracy. • Used Parimango and Multimango platforms for efficient labeling. • Maintained full-time workload and high project standards.

2022 - Present

Conversational Audio Annotation & AI Response Evaluation

LabelboxAudioClassificationEvaluation Rating

I annotated conversational audio datasets containing speech with background noise and silence. My tasks included identifying speaker turns, marking pauses, labeling non-speech events (such as silence or laughter), and rating AI-generated responses for naturalness and relevance in real time. This project required careful attention to detail and consistency with evolving guidelines.

I annotated conversational audio datasets containing speech with background noise and silence. My tasks included identifying speaker turns, marking pauses, labeling non-speech events (such as silence or laughter), and rating AI-generated responses for naturalness and relevance in real time. This project required careful attention to detail and consistency with evolving guidelines.

2025 - 2025

STEM Image Question Answering Annotation

AppenTextClassificationQuestion Answering

I worked on a STEM-focused image question answering project where I annotated and reviewed large sets of Q&A pairs. Tasks included verifying the accuracy of answers against images and parsed page content, ensuring consistency with guidelines, and rating outputs for quality.

I worked on a STEM-focused image question answering project where I annotated and reviewed large sets of Q&A pairs. Tasks included verifying the accuracy of answers against images and parsed page content, ensuring consistency with guidelines, and rating outputs for quality.

2025 - 2025

Education

Work History