Shyla P.

Key Skills

Software

Labelbox

Top Subject Matter

Multimodal AI dataset annotation and QA for enterprise model training/evaluation

Project QA and coordination supporting training initiatives (Google Digital Garage / #IAmRemarkable)

AI-adjacent training via structured tutoring and assessment (exam coaching)

Top Data Types

Image

Text

Audio

Video

Top Task Types

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI Data Annotator and coordinator (multimodal) at RWS, Remote. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox, SRT Halo, and Internal. Education includes Bachelor of Arts, University of Leicester (2016) and General Certificate of Secondary Education, Tiffin Girls’ Grammar School (2015). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Quality and coordination responsibilities within RWS AI Data Annotator role

LabelboxImage

Led quality assurance activities by conducting audit sampling and independent QA reviews across annotator outputs. Ensured adherence to evolving guidelines through accuracy validation and edge-case escalation. Refined evaluation criteria by translating recurring error patterns into updated instructions. • Performed audit sampling and accuracy validation on annotation outputs • Coordinated consensus decision-making for ambiguous or novel cases • Escalated edge-case outcomes using structured workflows • Updated guidelines and evaluation criteria based on systematic error analysis

2024 - Present

AI Data Annotator and coordinator (multimodal) at RWS, Remote

LabelboxImage

Conducted multimodal AI evaluations for text-to-text, text-to-image, text-to-video, text-to-speech, and speech-to-text systems, including conversational prompt training and multi-turn interaction testing. Performed response consistency validation and produced outputs to support model training and evaluation pipelines. Owned edge-case resolution workflows by applying structured ambiguity handling and consensus decision-making with escalation routing. • Red-teamed and adversarially tested using boundary-breaking prompts, bounding-box stress testing, and counting robustness scenarios • Annotated multimodal data using bounding boxes, point markers, segmentation, counting tasks, sentiment classification, and entity tagging • Led guideline refinement by analyzing recurring errors, annotation inconsistencies, and model failure patterns • Utilised Labelbox and SRT Halo and other internal tools; reproduced defects, logged issues, and validated fixes

2024 - Present

Tutor (11+ exams) at 11+ Tutoring, Remote

LabelboxImagePrompt + Response Writing (SFT)

Delivered remote 11+ exam tutoring focused on English, Mathematics, Verbal Reasoning, and Non-Verbal Reasoning. Assessed student abilities and created personalised strategies, practice materials, and mock tests to improve performance. Generated progress reports and maintained a supportive learning environment to achieve measurable outcomes. • Tailored instruction and personalised learning strategies for exam preparation • Created practice materials, mock tests, and progress tracking reports • Assessed student performance to adapt teaching approaches • Supported continuous improvement through feedback and targeted practice

2020 - Present

Project Coordinator / QA Supervisor at Upskill Digital (Google Digital Garage), City of London (incl. remote)

LabelboxImageData Collection

Served as a QA Supervisor in an Agile team, producing and collating project reports and supporting due-diligence protocol to improve project delivery. Conducted testing/troubleshooting and coordinated project progress monitoring with account management. Supported data readiness indirectly through QA and coordination activities across client projects. • QA supervision and due diligence protocol implementation • Tested/troubleshot and documented findings to enable continuous improvements • Coordinated training and placement of a talent pool for project execution • Held bi-weekly meetings with an Account Manager to support root cause analysis

2018 - 2020

Education

Work History