NobelNizam/buku_kating_bayessian
Oct 2024 – Nov 2024
2 Months active
Languages Used
Python
Technical Skills
Code CleanupCode FormattingCode RefactoringData CleaningData EntryData Management
Haikal-Fransisko-Simbolon
PROFILE
Haikal-fransisko-simbolon
Haikal contributed to the NobelNizam/buku_kating_bayessian repository by delivering core data management features focused on improving departmental data integrity and system stability. Over two months, he implemented updates that refreshed department directories, enhanced media resources, and cleaned outdated or placeholder data, directly improving data reliability and onboarding for new users. His technical approach emphasized code cleanup, refactoring, and structured batch-level commits to strengthen auditability and maintainability. Working primarily in Python, Haikal applied skills in data entry, list manipulation, and scripting to reduce anomalies and production risk, resulting in a more robust, searchable, and trustworthy departmental data management system.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
31Total
Bugs
0
Commits
31
Features
4
Lines of code
1,252
Activity Months2
Your Network
37 people
Work History
November 2024
21 Commits • 2 Features
Nov 1, 2024November 2024: Delivered Batch 1 Core Stabilization and Batch 2 Core Enhancements for NobelNizam/buku_kating_bayessian. Focused on stability, auditability, and maintainability to reduce production risk and accelerate future work.
21 Commits • 2 Features
Nov 1, 2024November 2024: Delivered Batch 1 Core Stabilization and Batch 2 Core Enhancements for NobelNizam/buku_kating_bayessian. Focused on stability, auditability, and maintainability to reduce production risk and accelerate future work.
November 2024
October 2024
10 Commits • 2 Features
Oct 1, 2024Month: 2024-10 — Delivered targeted updates for NobelNizam/buku_kating_bayessian focusing on department data integrity and media readiness. Key work streams included (1) MedKraf Department Directory and Media Updates (added new MEDKRAF entries and refreshed department media resources and profiles) and (2) Data Quality and Content Updates Across Departments (cleaned outdated/placeholder data and improved content accuracy across Departemen PSDA, MIKFES, Internal, SSD, and other entries). These efforts improved data reliability, searchability, and stakeholder confidence, enabling better decision-making and smoother onboarding for new users.
October 2024
10 Commits • 2 Features
Oct 1, 2024Month: 2024-10 — Delivered targeted updates for NobelNizam/buku_kating_bayessian focusing on department data integrity and media readiness. Key work streams included (1) MedKraf Department Directory and Media Updates (added new MEDKRAF entries and refreshed department media resources and profiles) and (2) Data Quality and Content Updates Across Departments (cleaned outdated/placeholder data and improved content accuracy across Departemen PSDA, MIKFES, Internal, SSD, and other entries). These efforts improved data reliability, searchability, and stakeholder confidence, enabling better decision-making and smoother onboarding for new users.
Activity
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Quality Metrics
Correctness91.6%
Maintainability91.6%
Architecture87.8%
Performance94.2%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Code CleanupCode CommentingCode FormattingCode RefactoringContent UpdateData CleaningData CorrectionData EntryData ManagementList ManipulationPython ScriptingScriptingURL Management
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