For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

LoginCreate account
Invite to Job
I

Ipek P.

AI Evaluation & Reasoning Specialist (Freelance)

United Kingdom flagCoventry, United Kingdom

Key Skills

Software

Data Annotation TechData Annotation Tech

Top Subject Matter

AI Model Output Evaluation (Math, Coding, Multimedia)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF
Red TeamingRed Teaming
Fine-tuningFine-tuning

Freelancer Overview

AI Evaluation & Reasoning Specialist (Freelance). Brings professional experience across AI evaluation and quality assurance for model outputs, including structured comparison of responses, rubric-based scoring, and identification of reasoning errors, ambiguities, and instruction non-compliance. This includes applied work in assessing and improving the reliability, clarity, and factual accuracy of AI-generated content. Also brings cross-domain analytical experience spanning A-Level Mathematics (algebra, calculus, statistics, mechanics, and geometry), programming tasks such as debugging and code explanation, and multimodal evaluation involving image and video interpretation. Additionally contributes to the development and application of evaluation frameworks within large-scale annotation environments, supporting consistency and quality control in AI training and assessment workflows. Also has first year of Bachelor of Civil Engineering, University of Warwick (2007) & a solid foundation in UK Contractor law, Constitutional law and Criminal law.

Labeling Experience

Prompt engineering & rubric creation

TextTextPrompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Creating complex prompts and rubrics of 200+ criteria to match.

2026 - Present

Response evaluation

TextTextEvaluation/RatingEvaluation/Rating

See CV

2026 - Present

OCR transcription

ImageImageTranscriptionTranscription

Putting information from shipping containers and receipts into readable text.

2024 - Present

Pushing models to their limits

TextTextRed TeamingRed Teaming

Finding weaknesses in models by being creative with prompts.

2024 - Present

RLHF

TextTextRLHFRLHF

aligning AI models with human preferences, values, and goals by adhering to extremely detailed criteria and highlighting failures for review by engineers.

2024 - Present

Education

U

University of Warwick

Bachelor of Engineering, Civil Engineering

Bachelor of Engineering
2006 - 2007

Work History

C

Citizens Advice Bureau

Volunteer Generalist Advisor

Coventry
2023 - 2024
S

Skanska

Trainee Civil Engineer

London
2006 - 2007