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Sofia University "St. Kliment Ohridski"
Data Scientist
June 27, 2026 – Present
CourseFlow
February 12, 2026 – Present
A dynamic course management system with drag-and-drop functionality for organizing lessons, modules, and topics. Built with React and Node.js for seamless user experience and backend integration.
View Projectfmi-kn-4-oop-2025-2026
February 9, 2026 – Present
fmi-kn-4-oop-2025-2026 — GitHub repository
View ProjectPneumonia-Detection-XAI
January 18, 2026 – Present
This repository contains an end-to-end deep learning pipeline for detecting pneumonia from chest X-ray images. Key features include an optimized VGG16 architecture, handling of imbalanced medical data, and Explainable AI (XAI) integration using Grad-CAM to visualize diagnostic regions. Achieved 99.74% Recall to ensure clinical reliability.
View Projectfmi-kn-4-up-2025-2026
October 2, 2025 – December 18, 2025
fmi-kn-4-up-2025-2026 — GitHub repository
View Projectfmi-kn-4-oop-2024-2025
February 20, 2025 – August 7, 2025
fmi-kn-4-oop-2024-2025 — GitHub repository
View Projectfmi-kn-4-up-2024-2025
October 2, 2024 – January 17, 2025
Материали за курса по УП-практикум за специалност "Компютърни науки", първи поток, към ФМИ, група 4
View ProjectFMI-SDP-2024
October 1, 2024 – January 18, 2025
Материали за курсът СДП и СДП-практикум във ФМИ за учебната 2024/25 година
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic, indicating a self-driven learning approach. The 'Pneumonia-Detection-XAI' project shows initiative in a relevant domain. However, the overall project diversity is skewed towards academic coursework, and the single professional experience listed as 'Data Scientist' at Sofia University has a future start date, making it difficult to assess current cultural fit or practical experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.