kgkorchamhrd/intel-03
Mar 2025 – Mar 2025
1 Month active
Languages Used
MarkdownPython
Technical Skills
Computer VisionData PreprocessingData VisualizationDeep LearningDocumentationEmbedded Systems
chipmunk-tail
PROFILE
Chipmunk-tail
During March 2025, work on the kgkorchamhrd/intel-03 repository focused on developing end-to-end deep learning solutions for computer vision and time series analysis. Using Python, TensorFlow, and Keras, the developer built CNN and ANN models for pneumonia detection, implementing data preprocessing, model training, evaluation, and visualization. They integrated OCR-based image translation workflows combining Keras-OCR and LLMs, and automated hardware control for Arduino-driven LED and conveyor systems. Financial forecasting scripts using GRU, LSTM, and RNN architectures were also delivered. The project benefited from improved documentation, reorganized structure, and enhanced presentation materials, reflecting a comprehensive and well-documented engineering approach.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
13Total
Bugs
0
Commits
13
Features
6
Lines of code
1,691
Activity Months1
Your Network
1148 peopleShared Repositories
17
DongJoon LeeMember
buskingsueMember
chipmunk-tailMember
hyowon leeMember
Donggyun KimMember
TAEKMember
Sangeun JangMember
chipmunk-tailMember
jaesangjoMember
Work History
March 2025
13 Commits • 6 Features
Mar 1, 2025Concise monthly summary for 2025-03 focused on business value and technical achievements across kgkorchamhrd/intel-03. Highlights end-to-end model development, OCR-LLM integration, hardware control automation, documentation improvements, and time-series forecasting capabilities, with concrete commits and deliverables.
13 Commits • 6 Features
Mar 1, 2025Concise monthly summary for 2025-03 focused on business value and technical achievements across kgkorchamhrd/intel-03. Highlights end-to-end model development, OCR-LLM integration, hardware control automation, documentation improvements, and time-series forecasting capabilities, with concrete commits and deliverables.
March 2025
Activity
Loading activity data...
Quality Metrics
Correctness88.4%
Maintainability87.6%
Architecture86.2%
Performance83.0%
AI Usage24.6%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
Computer VisionData PreprocessingData VisualizationDeep LearningDocumentationEmbedded SystemsGRUHardware ControlImage AugmentationImage ProcessingIoTKerasLLMLSTMMachine Learning
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline