RESEARCHED WITH AUTUMN
Sviatoslav Denyskov
Cambridge CS Graduate | MSc Data Science at Edinburgh | 2x IMO Silver Medalist
Machine learningPythonCatBoostXGBoostNumPypandasData scienceMathematics
- Quant employment verification: UNRESOLVED. The only quant-finance employment signal is an index/aggregator LinkedIn listing of a 'Student Researcher' role at Citadel Securities (London, Jul-Sep 2023) on ML stock-objective prediction. Citadel Securities is a genuine quantitative market maker, so the employer qualifies as quant finance. However the role rests on the index/aggregator alone (no independent primary-source confirmation of the employment), and a 'Student Researcher' program title is a student program, which does not by itself establish employment. Identity is supported by IMO official records (Sviatoslav Denyskov, Ukraine, IMO 2021/2022) but the employment link to that identity is not. Classification: candidate employer = quant market maker (CONFIRMED sector); role = student researcher (student program, unconfirmed). No past/present quant role can be confirmed from primary sources, so status is UNRESOLVED rather than CONFIRMED.2026
- Index-only (aggregator, not independent primary-source confirmation): lists two roles - Student Researcher at Citadel Securities (London, 2023) on ML stock-objective prediction (CatBoost/XGBoost/Python), and Data Science Intern at Swimlane (Greater London, 2024) on CoT/ReAct LLM routing (Python, langchain/langgraph).2024
- IMO official results confirm identity: Sviatoslav Denyskov competed for Ukraine at IMO 2021 (silver) and IMO 2022 (silver); this is primary-source identity evidence independent of the LinkedIn index.2022
- Index-only (LinkedIn enrichment via aggregator, not independent primary-source confirmation): profile lists University of Cambridge CS BA 2022-2025, University of Edinburgh MSc Data Science 2025-2026, and Kharkiv Physics and Mathematics Lyceum No. 27; languages English/Russian/Ukrainian.2026
Experience
Data Science Intern at Swimlane
Greater London, England, United Kingdom
Adopting CoT and ReAct prompting paradigms to enhance the routing agent using open-source LLMs. Technologies: Python, ML, AI (openai, boto3, langchain, langgraph libraries)
Student Researcher at Citadel Securities
London, England, United Kingdom
Predicting stock objectives based on stock history using various machine learning approaches. Technologies: ML (regressions, boosting trees), Python (CatBoost, XGBoost, numpy, pand
Education
The University of Edinburgh
Master of Science - MS, Data Science
University of Cambridge
Bachelor of Arts - BA, Computer Science
Kharkiv Physics and Mathematics Lyceum No. 27
High School Diploma, Mathematics and Physics
Junior Karazin University
Mathematics
AchievementsTwo-time IMO Silver medalist for Ukraine (IMO 2021 and IMO 2022) · Member of Ukraine's IMO 2022 team (team 17th of 104 countries) and IMO 2021 team (6th) · Listed as a student in the MIT Yulia's Dream program for Ukrainian math students
AwardsSilver medal, 63rd International Mathematical Olympiad (IMO 2022), Ukraine team (rank 112, 29 pts) · Silver medal, 62nd International Mathematical Olympiad (IMO 2021), Ukraine team (rank 63, 22 pts) · Gold medal, 18th International Zhautykov Olympiad (IZhO 2022), 35 pts, Kharkiv / Junior Karazin University · Bronze medal, 13th Romanian Master in Mathematics (RMM 2021)
Profiles
Competition record
Ukraine · IMO