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Burak Kaya

@burakkaya

AI operations and LLM quality specialist at Outlier, with 10,000+ evaluation tasks and senior review of Turkish-language model responses.

Turkey
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At Outlier — Scale AI project environments, I completed 10,000+ LLM training, evaluation, and review tasks. I compared model responses, scored them against project-specific criteria, and documented evidence-based quality judgments.

My review work assessed factual accuracy, reasoning, tone, relevance, and instruction-following. I also evaluated audio responses, reported safety-related risks, and rewrote responses where required; I completed 500+ hours of Outlier project certification/recognized contribution.

At Handshake AI, I contribute to Turkish-language AI evaluation and reasoning-related workflows. My background also includes software sales, IT recruitment, corporate credit analysis, publishing, and SEO content work, alongside published literary criticism and the illustrated children’s book Altın Madeni.

Experience

Work history, roles, and key accomplishments

OU
Current

Senior Reviewer / LLM Response Evaluation Specialist

Outlier

Mar 2024 - Present (2 years 8 months)

Completed 10,000+ LLM training, evaluation, and review tasks across AI project workflows. Compared model responses, scored against criteria, and identified hallucinations and quality failures.

CR

SEO & Content Marketing Manager

Creathinks

Jan 2014 - Dec 2024 (10 years 11 months)

Produced hundreds of SEO-focused blog articles and marketing texts, and managed digital advertising campaigns to improve sales performance and market visibility.

MR

District Manager — Sales & IT Recruitment

Metropol International Human Resources

Jan 2011 - Dec 2013 (2 years 11 months)

Managed regional sales and specialist IT recruitment activities, working with corporate clients and technology-sector candidates.

VC

District Manager — Software Sales & Marketing

Ventura Software Company

Jan 2002 - Dec 2012 (10 years 11 months)

Led regional software sales, marketing, and business-development activities, translating customer and sector needs into commercial opportunities. Contributed to a web-based laboratory automation system and internal performance-monitoring processes.

GB

Corporate Credit, Financial Analysis & Risk Monitoring

Garanti Bank

Jan 1995 - Dec 2001 (6 years 11 months)

Met with companies to assess their creditworthiness, gathered and analyzed financial information, and prepared financial analysis reports to support corporate credit decisions.

Education

Degrees, certifications, and relevant coursework

OU

Outlier

Certification, AI Training and Evaluation

Completed 500+ hours of certification and recognized contribution.

Udemy logoUD

Udemy

Introduction to JSON, Computer Science

Completed an introductory course on JSON.

GO

Google

Certification, Digital Marketing

Earned Google Ads and Google Analytics certifications.

GB

Garanti Bank

Management Trainee, Management

Completed a Management Trainee program.

Ankara University logoAU

Ankara University

Bachelor of Arts, Economics

1990 - 1995

Pursued a Bachelor of Arts in Economics, completing the degree in 1995.

Middle East Technical University logoMU

Middle East Technical University

No degree, Metallurgical and Materials Engineering

1988 - 1990

Studied Metallurgical and Materials Engineering without completing a degree.

Tech stack

Software and tools used professionally

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