Herman Muzychko
Data ScientistMember since June 26, 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
defect-finder
November 29, 2024 – January 7, 2025
Defect Finder is an interactive Python-based GUI application for detecting and analyzing mechanical and non-mechanical defects in data. It provides defect visualization, periodicity analysis, and statistical insights, making it ideal for research and quality control workflows.
View Projectcontrol-charts
November 20, 2024 – January 7, 2025
Application designed for visualizing and monitoring control chart data in real-time. It leverages PyQt5 for an interactive and user-friendly interface, allowing users to dynamically explore data trends, and MySQL connector to retrieve data from database.
View Projectimage-scrapper
November 20, 2024 – January 7, 2025
"Image Scrapper" is a Python application that recursively scrapes images from directories and displays them on an interactive, zoomable, and scrollable canvas. Ideal for organizing and navigating large image datasets.
View Projectimage-predictor
September 9, 2024 – September 9, 2024
Neural network-based tool that evaluates images based on user-provided textual input. The application utilizes PyQt5 for the graphical user interface and PyTorch for neural network implementation. It allows users to upload images and provide corresponding text input, with the application processing both inputs to predict an output value.
View Projectdashboard-app
August 29, 2024 – December 6, 2024
A dashboard app, written in Rust with egui library, for easy opening external apps.
View Projecttape-planner
August 26, 2024 – August 26, 2024
Tape Planner is a tool for calculating the most efficient length segment combinationsts. It features implementations in both Python (using PyQt5) and Rust (using eframe/egui). The Python version focuses on ease of development, while the Rust version emphasizes performance.
View Projecterror-reporter
June 26, 2024 – January 7, 2025
Error Reporter is a Python-based application that provides a graphical user interface (GUI) for analyzing and visualizing error data from industrial processes. Using PyQt5 for the GUI and Matplotlib for plotting, this tool allows users to load data from CSV files, analyze common errors, and generate detailed, interactive plots.
View Projectquality-control
June 24, 2024 – January 7, 2025
Quality Control is a Python-based application that provides a graphical user interface (GUI) for analyzing and visualizing data from various sources. Using PyQt5 for the GUI and Matplotlib for plotting, this tool allows users to load data from CSV and DAT files, connect to SQL databases, and generate detailed, interactive plots.
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal and focused on Python-based GUI applications and data analysis. While there is some diversity in technologies (Rust, TypeScript, PostgreSQL), the core focus aligns with data processing and visualization. The target role 'Data Scientist' aligns well with the Python and data analysis skills demonstrated. However, the lack of team projects or collaborative experience makes it difficult to assess cultural fit comprehensively.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions suggest an ability to work independently on technical challenges.