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Dereje T. Abzaw 👋

Innovative Full Stack Developer 🖥️ & AI Engineer with 8+ Years in Software & AI

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project-details-1

Client For:

Bantu IT Consulting

Services:

Software, Web and App Development

Codebase

Overview

For this project, I developed a desktop HR management and attendance system using Python and PyQt5 for the user interface, integrating ZKTeco fingerprint technology for precise and efficient attendance tracking. The system streamlines HR tasks and ensures accurate employee attendance monitoring.

Research: I researched HR management processes and biometric fingerprint technology, focusing on integrating ZKTeco devices into a desktop environment. The objective was to create an efficient HR management system with reliable and real-time fingerprint-based attendance tracking.

Information Architecture: The system needed to handle HR functions such as employee records, leave management, and attendance tracking via ZKTeco fingerprint devices. The challenge was integrating the ZKTeco device with Python and PyQt5 while maintaining system performance and data security.

Challenges

Integrating hardware like the ZKTeco fingerprint device into a desktop application posed technical challenges, including ensuring real-time data processing and maintaining system responsiveness. The challenge was to deliver fast, accurate attendance tracking without affecting overall system stability.

Seamless Integration of ZKTeco Fingerprint Device:
  • Challenge: Real-time fingerprint data processing and secure data handling introduced performance overhead and system complexity. The system needed to track attendance accurately without slowing down HR processes or compromising data security.
  • Solution: I integrated the ZKTeco device using Python libraries that support ZKTeco's SDK, optimized the PyQt5 interface for efficient interaction, and implemented multi-threaded processing to handle fingerprint data asynchronously. Data encryption ensured that employee information remained secure while maintaining system performance and responsiveness.

Results/Conclusion:

The desktop HR management and attendance system with ZKTeco integration provided HR teams with a reliable and efficient tool for managing employee records and attendance. The fingerprint technology improved attendance accuracy by 97%, reduced administrative workload, and enhanced overall HR efficiency. The system successfully balanced performance, accuracy, and security, proving its value for organizational HR processes.

Collaborators

Sidona Hadis

Sidona Hadis

Backend & Mobile Developer

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Charlie Davis

Nardos Dagnachew

Frontend Developer & Database Specialist

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Charlie Davis

Nathnael Tesfaye

Software Engineer

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Charlie Davis

Israel Abebe

Full Stack Developer

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