Dimitrii Lyomin
Frontend DeveloperMember since June 23, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
clinical-ml-bias-demo
December 17, 2025 – December 18, 2025
A minimal, reproducible demonstration of bias propagation and fairness trade-offs in a clinical machine learning pipeline, using synthetic data and simple models, inspired by Ntoutsi et al. (2020).
View ProjectCultural Fit Analysis
The candidate's personal projects show a strong inclination towards frontend development, aligning with the target role. The diversity of projects, while all personal, indicates self-motivation and a proactive learning approach. However, the lack of professional experience or team-based projects limits the assessment of collaborative cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.