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@alberalber
Data annotation specialist training Russian-language AI models with quality-driven focus.
I am a detail-oriented Data Annotation Specialist with over two years of direct experience evaluating, annotating, and training AI models for Russian-language content. I consistently maintain high annotation quality and apply rigorous QA procedures to improve dataset accuracy.
At Yandex, I evaluated LLM responses for style, grammar, factual accuracy and policy compliance, providing corrected reference answers and structured feedback to refine model behavior. I maintained a >95% annotation quality score across assigned tasks.
In long-term projects I configured and fine-tuned models for automated content detection, analyzed false positives/negatives, and improved labeling taxonomies to reduce noise. I collaborate effectively with developers and linguists to align annotation guidelines with real-world use cases.
With 10+ years of leadership and operations management experience, I bring strong analytical thinking, process-improvement orientation, and disciplined execution to AI training initiatives. I am committed to continuous learning in AI/ML and to delivering high-quality training data.
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Work history, roles, and key accomplishments
Software Systems LLC
Apr 2022 - Present (3 years 7 months)
Configured and fine-tuned models to detect prohibited and harmful Russian-language content, reduced false positives/negatives through taxonomy adjustments and preprocessing of large training datasets.
Yandex LLC
Oct 2024 - Jan 2025 (3 months)
Evaluated and annotated LLM responses in Russian, maintaining >95% annotation quality by applying rubrics, correcting model outputs, and delivering structured feedback to improve model behavior.
Artall Group LLC
Oct 2017 - May 2023 (5 years 7 months)
Managed a large-scale federal transportation project overseeing 40+ heavy trucks and operations, ensuring on-time delivery, fleet maintenance, and stakeholder reporting while improving operational efficiency.
Elavius JSC
Jan 2013 - Jan 2018 (5 years)
Led a branch of 200+ employees, launched regional projects including staffing and processes, and implemented optimizations to improve efficiency and cost performance.
Degrees, certifications, and relevant coursework
Manager, State and Municipal Administration
2003 -
Completed studies in State and Municipal Administration with a focus on management.
Automation of Technological Processes and Production
2001 -
Studied Automation of Technological Processes and Production (by industry).
Software and tools used professionally
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