pskcci/DX-01
Nov 2024 – Dec 2024
2 Months active
Languages Used
Jupyter NotebookMarkdownPython
Technical Skills
Data AnalysisData VisualizationDeep LearningDocumentationGradient DescentImage Classification
HSKim
PROFILE
Hskim
Over two months, Minchan Kim developed and delivered eight features for the pskcci/DX-01 repository, focusing on real-time computer vision and embedded systems applications. Kim built a driver monitoring system with eye tracking and emotion recognition, implemented using Python, OpenCV, and MediaPipe, to enhance safety through real-time feedback and distraction warnings. He also created factory hardware control scripts and a simulation environment that leveraged multithreading for video stream processing and actuator control. Additionally, Kim contributed neural network models for image classification and time series forecasting, and improved project documentation, demonstrating depth in AI model integration, data visualization, and technical communication.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
16Total
Bugs
0
Commits
16
Features
8
Lines of code
23,370
Activity Months2
Your Network
1012 people
Work History
December 2024
10 Commits • 4 Features
Dec 1, 2024December 2024 performance summary for pskcci/DX-01: Delivered end-to-end feature set (Driver Monitoring System, Factory Hardware Control Scripts, and Factory Simulation Environment) plus updated documentation and presentations. These efforts advanced product safety UX, automated testing capabilities, and project communication while strengthening the team’s execution discipline. The work highlights real-time video processing, multi-threaded architectures, and clear technical storytelling to stakeholders and customers.
10 Commits • 4 Features
Dec 1, 2024December 2024 performance summary for pskcci/DX-01: Delivered end-to-end feature set (Driver Monitoring System, Factory Hardware Control Scripts, and Factory Simulation Environment) plus updated documentation and presentations. These efforts advanced product safety UX, automated testing capabilities, and project communication while strengthening the team’s execution discipline. The work highlights real-time video processing, multi-threaded architectures, and clear technical storytelling to stakeholders and customers.
December 2024
November 2024
6 Commits • 4 Features
Nov 1, 2024Month 2024-11 monthly summary for repository pskcci/DX-01 focused on delivering features across documentation, visualization utilities, neural network models, and time-series forecasting scripts. No major bugs fixed this month.
November 2024
6 Commits • 4 Features
Nov 1, 2024Month 2024-11 monthly summary for repository pskcci/DX-01 focused on delivering features across documentation, visualization utilities, neural network models, and time-series forecasting scripts. No major bugs fixed this month.
Activity
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Quality Metrics
Correctness90.6%
Maintainability90.0%
Architecture88.2%
Performance88.8%
AI Usage29.4%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPython
Technical Skills
AI Model IntegrationComputer VisionData AnalysisData VisualizationDeep LearningDocumentationEmbedded SystemsEmbedded Systems ControlEmotion RecognitionEye TrackingFacial RecognitionGradient DescentHardware ControlHardware InteractionImage Classification
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