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Monika Karmelita

@monikakarmelita

AI Data Analyst at TELUS International labeling LLM data for accuracy, safety, and relevance.

Poland
Message

At Telus International, I evaluate and label data for large language models to improve accuracy, safety, and relevance. I also assess search results and AI responses against detailed guidelines, flagging sensitive or harmful content.

At OneForma (Centific), I perform quality checks on AI-generated content and classification tasks. I scored 96% in quality certifications and contributed to the Lightspeed project, checking content accuracy against project requirements.

Before moving into AI evaluation, I assembled aircraft components at Senior BWT Aerospace according to engineering drawings and AS9100 safety standards. My other experience includes operations administration, shipping, fitness coaching, and personal training.

Experience

Work history, roles, and key accomplishments

OC
Current

Search Quality & LLM Evaluator

OneForma (Centific)

Jan 2026 - Present (10 months)

Performing quality checks on AI-generated content and classification tasks for machine learning projects. Delivering high-precision data annotation (scoring 96% in quality certifications) to enhance model performance.

SA

Manual Component Assembly

Senior BWT Aerospace

Jul 2024 - Feb 2026 (1 year 7 months)

Executing complex manual assembly of high-value aircraft components with 100% adherence to strict engineering drawings, technical specifications, and AS9100 safety standards. Maintaining elite-level precision and quality control throughout the production flow.

Callaway Golf logoCG

Shipping Assistant

Callaway Golf

Mar 2023 - Dec 2023 (9 months)

Operated SAP system to process and customize high-volume golf equipment orders to specific client requirements. Supervised packaging and shipping personnel to ensure strict adherence to delivery timelines.

BR

Brand Ambassador

BrandAmbassador

Oct 2021 - Jul 2022 (9 months)

Representing global brands at high-profile international expos (World Travel Market, Goodwood Festival of Speed). High-end networking and sales, building relationships with clients in technology, automotive, and business sectors.

KB

Admin Assistant & Manual Assembly

K&R Badges

Mar 2021 - Oct 2021 (7 months)

Manual assembly and production of high-quality badges according to customer designs. Ensuring 100% precision in product finishing and quality control before shipping.

MZ

Fitness Coach

Mountain Camp Zakopane

Jun 2020 - Sep 2020 (3 months)

Leading group bootcamp sessions and individual training for international clients in a fast-paced environment. Managing equipment logistics and ensuring safety standards during outdoor and gym-based activities.

Education

Degrees, certifications, and relevant coursework

Udemy logoUD

Udemy

Virtual Assistant Training, Virtual Assistance

2023 - 2023

Completed Virtual Assistant Training in 2023.

HG

High School prof. Groszkowskiego

High School Diploma, General Education

2007 - 2011

Attended High School prof. Groszkowskiego in Poland from 2007 to 2011.

GG

Google Digital Garage

Fundamentals of Digital Marketing, Digital Marketing

Completed Fundamentals of Digital Marketing certification.

ACAMS logoAC

ACAMS

Fighting Modern Slavery and Human Trafficking Part 1, Anti-Money Laundering

Completed Fighting Modern Slavery and Human Trafficking Part 1 certification.

Tech stack

Software and tools used professionally

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