BUMDes Pangyangan
Web-based information system supporting digitalization of a village-owned enterprise.
LaravelTypeScript
経歴Krisna Rhesa
Google Cloud Certified engineer in Bali, building web, mobile, and machine learning systems.
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Building Publicly Since
経歴 — About
About
I'm Putu Krisna Rhesa Pradnyana, a software engineer studying at Udayana University and a Certified Associate Google Cloud Engineer. My work spans full-stack web development, mobile apps, and machine learning — from e-commerce platforms and village digitalization systems to MLOps pipelines and computer vision.
A lot of what I build starts close to home: information systems for village-owned enterprises (BUMDes), community service documentation for KKN programs, and small businesses in Bali looking to go online. I like projects with a visible, local impact as much as ones that stretch into cloud infrastructure and ML experimentation.
- Location
- Bali, Indonesia
- Education
- Udayana University
- Focus
- Cloud · Web · Machine Learning
Certifications
- Google Cloud Certified Associate Engineer
- Dicoding — Machine Learning for Beginners
- Dicoding — Data Processing with Python
技能 — Skills
Skills
Cloud & DevOps
Google Cloud PlatformDockerMLflowGitHub Actions
Machine Learning
scikit-learnJupyterComputer Vision (CNN)Data Pipelines
Languages
JavaScript / TypeScriptPythonPHPDart
Frameworks
LaravelNext.js / ReactVueFlutter
Quality
PlaywrightEnd-to-end Testing
プロジェクト — Projects
Projects
02
Workflow CI
MLOps CI pipeline using GitHub Actions, Docker, and MLflow for reproducible model training.
PythonMLOpsDocker
03
Face Shape & Hairstyle Recommender
Face shape classification and hairstyle recommendation with virtual try-on, using CNN and BiSeNet.
Computer VisionJupyter
More Projects
Playwright Web Automation
End-to-end test automation suite covering 26 test cases for an e-commerce demo site.
PlaywrightQA
Sidang Digital Invite
Digital invitation platform for thesis defense ceremonies.
TypeScriptNext.js
Dailylife Pangyangan
KKN memory album capturing community service moments in Pangyangan Village.
Next.jsReact
ML Fraud Detection
Hybrid transaction anomaly and fraud detection combining K-Means clustering with Decision Tree and Random Forest classification.
Machine LearningJupyter
歩み — Journey
Experience
Google Cloud Certified Associate Engineer
Certified Associate Google Cloud Engineer, focused on cloud infrastructure and deployment.
Udayana University
Studying at Udayana University, Bali, building a foundation across software engineering and data.
KKN & Village Digitalization
Community service work in Pangyangan Village — BUMDes information systems and documentation of the KKN program.
Dicoding Submissions
Completed multiple Dicoding tracks in machine learning, data processing, and cloud computing.