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JetBrains Research
Data Scientist
June 29, 2026 – Present
step-calibration-analytic-agents
March 4, 2026 – Present
Step-level and trajectory-level confidence calibration for LLM-based analytic agents
View Projectmagnetic_belt_optimization
April 29, 2025 – August 24, 2025
magnetic_belt_optimization — GitHub repository
View ProjectEnvBench
March 10, 2025 – November 9, 2025
[DL4C @ ICLR 2025] A Benchmark for Automated Environment Setup
View Projectmodel-compression
September 12, 2023 – November 11, 2023
Homeworks on model compression course
View Projectsmatched
September 4, 2023 – September 11, 2023
Web app for makeup transfer using Stable Diffusion
View Projectwirenec-meta-optimization
August 28, 2023 – February 6, 2024
wirenec-meta-optimization — GitHub repository
View ProjectITMO_Phystech_term2
February 3, 2020 – July 7, 2020
ITMO_Phystech_term2 — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards research and development in machine learning and data science, which could indicate a good fit for an innovative and technically driven culture. However, the projects are predominantly personal and academic, with limited information on collaborative efforts or broader industry applications. The experience level is listed as 0, which contradicts the current Data Scientist role, suggesting a potential mismatch in self-assessment or a very recent entry into the professional field. This could impact cultural fit in a senior role requiring extensive practical experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.