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kaiyitkx

PROFILE

Kaiyitkx

Developed Smart Parking and Loitering Detection features for the open-edge-platform/edge-ai-suites repository, focusing on automated parking occupancy and vehicle analytics at the edge. Designed and implemented Node-RED flows to orchestrate data from object detection models, integrating outputs into parking and vehicle data pipelines. Authored a Bash-based installation script that automates Python virtual environment setup, model downloading, and configuration for both use cases, ensuring reproducible deployments. Leveraged skills in Python, Bash scripting, and system integration to deliver an end-to-end solution without reported bugs. The work enabled streamlined deployment of AI-powered analytics for smart parking and loitering detection in edge environments.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
36,672
Activity Months1

Work History

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025: Delivered Smart Parking and Loitering Detection capabilities in edge-ai-suites. Implemented Node-RED flows and an installation script, including Python virtual environment setup, model downloading, and configuration for both use cases. No major bugs reported this month. Business value: automated parking occupancy and vehicle analytics via an installable, reproducible deployment. Demonstrated skills in Node-RED orchestration, Python automation, and end-to-end integration.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

BashJSONJavaScriptPython

Technical Skills

AI Model DeploymentBash ScriptingData ProcessingNode-REDObject DetectionOpenVINOPythonSystem Integration

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

open-edge-platform/edge-ai-suites

Mar 2025 Mar 2025
1 Month active

Languages Used

BashJSONJavaScriptPython

Technical Skills

AI Model DeploymentBash ScriptingData ProcessingNode-REDObject DetectionOpenVINO