I am an AI Safety and LLM Evaluation specialist with experience in adversarial testing, prompt evaluation, structured QA workflows, Criterion-Based Verification (CBV), and GenAI safety assessment. My work focuses on evaluating model behavior under ambiguous, adversarial, high-risk, and multi-turn scenarios — including prompt injection, hallucination detection, dual-use calibration, deceptive compliance, and context escalation. My current focus is agentic AI safety: how risks change when LLMs start planning, delegating, using tools, interacting with other agents, and operating across longer task horizons. I see agentic systems as one of the sharpest current frontiers in AI safety because failures can emerge from interaction patterns, not just single outputs.
Aleksei khvostov
@alekseikhvostov
AI Safety & LLM Evaluation | Agentic AI Governance | Red Teaming | Structured Evaluation Methods
Experience
Work history, roles, and key accomplishments
AI Content Reviewer & Prompt Evaluator
Outlier.ai
Jan 2025 - Present (1 year 5 months)
Reviewed and evaluated AI-generated outputs, including potentially sensitive or harmful content, to ensure alignment with trust and safety guidelines. Assessed prompt quality and model behavior for safety, bias, misinformation, and factual inaccuracy across multiple annotation platforms.
Volunteer Tutor
The Shepherd's Church
Jun 2024 - Present (2 years)
Assisted students in Special Needs Ministry programs, offering personalized support to accommodate diverse learning abilities and needs. Provided individualized instruction and support to students in ESL classes, helping them develop language skills and adjust to the learning environment.
Content Editor
Lenta.ru
Aug 2023 - Aug 2024 (1 year)
Oversaw coverage of international news, with a focus on U.S. affairs, ensuring accuracy and editorial integrity. Utilized advanced analytics to refine editorial strategies, ensuring data-driven decision-making in content creation and performance tracking.
Managing Editor
PRIME Business News Agency
Mar 2023 - Jul 2023 (4 months)
Led a team of 15 specialists in delivering accurate and timely financial news, leveraging analytical tools to inform editorial decisions. Translated complex economic and financial reports with advanced proficiency in Russian and English legal and financial terminology.
Lead Editor
Rambler & Co
Jul 2020 - Dec 2022 (2 years 5 months)
Led and managed a large team (40+ members) of diverse specialists in the production of complex informational materials related to culture, history, entertainment, economy, and global affairs. Developed editorial standards and guidelines, adapting them in response to changing media regulations.
Senior Editor | Director of Breaking News
Lenta.ru
May 2012 - Jul 2020 (8 years 2 months)
Designed and delivered ongoing training for editorial staff on investigative reporting, analytical research, and journalistic ethics. Led the analysis of legislative texts, budget documents, and financial reports to ensure the accuracy and relevance of the newsroom's political and economic coverage.
Education
Degrees, certifications, and relevant coursework
Moscow Pedagogical State University
Master of Arts, History
Completed a Master of Arts in History, focusing on historical research and pedagogical methods. Developed strong analytical and critical thinking skills essential for academic and professional pursuits.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
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