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, J1997m contributed to the kgkorchamhrd/intel-03 repository by developing end-to-end deep learning pipelines for pneumonia detection, integrating data preprocessing, model training, evaluation, and visualization using Python and TensorFlow. They implemented OCR-based image translation workflows that combined Keras-OCR and LLMs to extract and translate text from images, overlaying results for practical use. J1997m also automated Arduino hardware control for LED and conveyor systems via Python scripts, enabling timed actions. Their work included financial time series forecasting with GRU, LSTM, and RNN architectures, as well as comprehensive documentation and project restructuring, demonstrating depth across embedded systems and machine learning.
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
1018 people
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
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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
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