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Anton Koniukhov

Anton Koniukhov

AI Engineer & Software Developer

Finland flagHelsinki / Vantaa, Finland
$45.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

Large Language Models
Prompt Engineering
Software Development

Top Data Types

TextText
DocumentDocument

Top Task Types

Evaluation/RatingEvaluation/Rating
Computer Programming/CodingComputer Programming/Coding
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF

Freelancer Overview

AI Engineer & Software Developer. Brings 27+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Diploma in Business Administration, Suomen Liikemiesten Kauppaopisto (2017) and Bachelor of Science, Karelian State Pedagogical University (2002). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglishRussianFinnish

Labeling Experience

AI Engineer & Software Developer

Text
As an AI Engineer & Software Developer, I designed and implemented AI output evaluation pipelines across multiple LLMs. My work involved prompt engineering, systematic evaluation of model responses, and the provision of structured feedback for model improvement. I assessed model strengths and weaknesses to ensure training data quality alignment for AI models. • Developed and tested prompts to systematically rate AI output for factual accuracy, reasoning quality, and helpfulness. • Conducted A/B preference judgments and comparative analyses on LLM-generated responses. • Wrote clear, concise rationales for ranking and rewriting model outputs. • Built Python automation tools and API integrations to streamline labeling and assessment processes.

As an AI Engineer & Software Developer, I designed and implemented AI output evaluation pipelines across multiple LLMs. My work involved prompt engineering, systematic evaluation of model responses, and the provision of structured feedback for model improvement. I assessed model strengths and weaknesses to ensure training data quality alignment for AI models. • Developed and tested prompts to systematically rate AI output for factual accuracy, reasoning quality, and helpfulness. • Conducted A/B preference judgments and comparative analyses on LLM-generated responses. • Wrote clear, concise rationales for ranking and rewriting model outputs. • Built Python automation tools and API integrations to streamline labeling and assessment processes.

2020 - Present

Education

S

Suomen Liikemiesten Kauppaopisto

Diploma in Business Administration, Business Administration

Diploma in Business Administration
2017 - 2017
M

Microsoft

Microsoft Certified Professional, Information Technology

Microsoft Certified Professional
2008 - 2008

Work History

I

Independent Contractor

AI Engineer & Software Developer

Helsinki / Vantaa
2020 - Present
K

Kirvesmiestalo Oy

Foreman & Safety Officer

Helsinki / Vantaa
2018 - 2025