DataBytes-Organisation/Intelligent-IoT-Data-Management
May 2026 – May 2026
1 Month active
Languages Used
Python
Technical Skills
Pythonanomaly detectiondata sciencemachine learning
Yashdeep22
PROFILE
Yashdeep22
Worked on the DataBytes-Organisation/Intelligent-IoT-Data-Management repository to enhance anomaly detection for IoT data streams. Developed and integrated an Isolation Forest-based anomaly detection class using Python, enabling robust multivariate anomaly identification within the existing data science pipeline. Addressed stability concerns by reverting volatility shift changes, ensuring that anomaly flags and scores remained consistent and reliable across datasets. Maintained compatibility with the established IoT data management workflow, facilitating seamless deployment and monitoring of the new detection capabilities. This work leveraged skills in Python, machine learning, and data science to deliver earlier and more reliable detection of anomalies, supporting proactive system maintenance.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
2Total
Bugs
1
Commits
2
Features
1
Lines of code
230
Activity Months1
Your Network
25 peopleShared Repositories
25
Work History
May 2026
2 Commits • 1 Features
May 1, 2026May 2026 monthly summary for DataBytes-Organisation/Intelligent-IoT-Data-Management. Focused on delivering robust anomaly detection capabilities for IoT data and stabilizing the detection pipeline to improve reliability and reduce false positives across datasets.
2 Commits • 1 Features
May 1, 2026May 2026 monthly summary for DataBytes-Organisation/Intelligent-IoT-Data-Management. Focused on delivering robust anomaly detection capabilities for IoT data and stabilizing the detection pipeline to improve reliability and reduce false positives across datasets.
May 2026
Activity
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Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Pythonanomaly detectiondata sciencemachine learning
Repositories Contributed To
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