DataBytes-Organisation/Intelligent-IoT-Data-Management
May 2026 – May 2026
1 Month active
Languages Used
Python
Technical Skills
Pythonanomaly detectiondata analysisdata sciencemachine learning
haritha1995harry
PROFILE
Haritha1995harry
Worked on the Intelligent-IoT-Data-Management repository to deliver real-time anomaly detection for IoT data pipelines. Developed and integrated a z-score based anomaly detector using Python, aligning its output with pipeline requirements and validating the solution end-to-end with representative datasets. Also introduced a threshold-based detector, but rolled it back after identifying stability concerns, prioritizing production reliability. Maintained clear traceability of all changes through detailed git commits and thorough documentation. Demonstrated strong skills in anomaly detection, data analysis, and machine learning, ensuring the pipeline remained robust while enabling safer and faster deployment of IoT data monitoring features within the project.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
3Total
Bugs
0
Commits
3
Features
2
Lines of code
226
Activity Months1
Your Network
124 peopleSame Organization
@deakin.edu.au99
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Brett McBrideMember
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Stefan CucosMember
Shared Repositories
25
Work History
May 2026
3 Commits • 2 Features
May 1, 2026May 2026 performance summary for Intelligent IoT Data Management: Real-time anomaly detection delivered and integrated; experimental threshold-based detector rolled back to protect pipeline stability; achieved end-to-end pipeline validation; demonstrated strong technical and collaboration skills driving business value.
3 Commits • 2 Features
May 1, 2026May 2026 performance summary for Intelligent IoT Data Management: Real-time anomaly detection delivered and integrated; experimental threshold-based detector rolled back to protect pipeline stability; achieved end-to-end pipeline validation; demonstrated strong technical and collaboration skills driving business value.
May 2026
Activity
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Quality Metrics
Correctness100.0%
Maintainability86.6%
Architecture86.6%
Performance86.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Pythonanomaly detectiondata analysisdata sciencemachine learning
Repositories Contributed To
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