Serah K.

Key Skills

Software

Other

Top Subject Matter

Speech recognition and action recognition datasets

Computer vision training data

LLM response evaluation and QA

Top Data Types

Audio

Video

Text

Image

Document

Top Task Types

Transcription

Object Detection

Action Recognition

Prompt + Response Writing (SFT)

Freelancer Overview

One Forma | AI Model Evaluation (Remote Freelancing). Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other, Internal, and Proprietary Tooling. Education includes Bachelor of Arts, Delaware State University (2025) and High School Diploma, Caesar Rodney High School (2021). AI-training focus includes data types such as Audio, Video, and Images and labeling workflows including Transcription, Object Detection, and Evaluation.

Labeling Experience

Fleet AI | QA Fellow

Text

Evaluated AI-generated responses for factual accuracy, logical consistency, and policy compliance. Identified workflow failures and delivered corrective feedback to improve output quality and user experience. Performed quality assurance checks within tool-assisted AI workflows to maintain labeling and response standards. • Reviewed AI responses for factual and logical correctness. • Checked policy compliance across tool-assisted flows. • Diagnosed workflow failures impacting output quality. • Provided corrective feedback to improve user experience.

2026 - Present

Fleet AI | QA Fellow

OtherAudioAction Recognition

Transcribed and annotated audio/video data for speech recognition and action recognition AI systems. Managed speaker timestamps to support labeling across diverse datasets. Ensured annotations were suitable for downstream model training and evaluation. • Produced transcriptions for audio/video segments. • Added speaker timestamps for accurate alignment. • Labeled data for speech recognition and action recognition. • Applied consistency checks to improve dataset quality.

2026 - Present

One Forma | AI Model Evaluation (Remote Freelancing)

OtherText

Evaluated AI chatbot responses across multiple platforms to improve LLM efficiency and output quality. Assessed responses for quality and alignment as part of ongoing AI model evaluation work. Provided feedback to inform iterations in labeling and evaluation workflows. • Analyzed chatbot responses on different platforms. • Rated or reviewed outputs to support quality improvement. • Identified efficiency and performance issues in model responses. • Fed findings back to refine evaluation and training processes.

2023 - Present

One Forma | AI Model Evaluation (Remote Freelancing)

OtherObject Detection

Completed image annotation for computer vision models, including 2D/3D bounding boxes and semantic segmentation. Labeled a large-scale dataset of 10,000+ images with a reported 98% accuracy for object detection tasks. Contributed labeled data to support computer vision training and prototype development. • Labeled 2D/3D bounding boxes for object detection. • Created semantic segmentation annotations. • Annotated 10,000+ images for training and evaluation. • Supported ML projects by providing high-quality labeled outputs.

2023 - Present

One Forma | AI Model Evaluation (Remote Freelancing)

OtherAudioTranscription

Performed transcription and annotation of audio/video data to support speech recognition and action recognition AI workflows. Managed speaker timestamps for diverse datasets to ensure accurate alignment between audio/video segments and labels. Supported evaluation and quality assurance activities for AI model outputs during the annotation process. • Transcribed audio/video and produced labeled outputs for model training. • Added speaker timestamp annotations across varied recordings. • Annotated content for speech recognition and action recognition tasks. • Conducted review/quality checks as part of ongoing model evaluation.

2023 - Present

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Education

Work History