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Copilot AI commented Sep 4, 2025

This PR adds a detailed 15-day internship report (15_GUNLUK_STAJ_RAPORU.md) documenting the development journey of the Risk Scoring Application with Deep Learning project.

What's Added

📋 Comprehensive Internship Report: A day-by-day breakdown covering:

  • Days 1-5: Project setup, mock data generation, risk scoring algorithms, TensorFlow model development, and Streamlit web interface
  • Days 6-10: Model optimization, data visualization, API development, testing infrastructure, and Docker containerization
  • Days 11-15: Database integration, monitoring systems, MLOps implementation, security features, and documentation

🛠️ Technical Highlights Covered:

  • Deep learning model development with TensorFlow/Keras
  • Risk scoring algorithm implementation using statistical and rule-based approaches
  • Interactive web application with Streamlit
  • RESTful API development and authentication
  • MongoDB integration for data persistence
  • MLOps practices including model versioning and automated retraining
  • Comprehensive testing and CI/CD pipeline setup
  • Security implementation with JWT authentication and RBAC

📚 Learning Outcomes: Each day includes:

  • Technical challenges encountered and solutions implemented
  • Key learnings and insights gained
  • Best practices discovered during development

🔧 Project Maintenance:

  • Added .gitignore to exclude Python cache files and build artifacts
  • Cleaned up repository by removing __pycache__ directories from version control

The report follows a structured format documenting real technical work that could be performed on this risk scoring application, providing valuable insights into modern software development practices, machine learning workflows, and production system design.


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

@yusufuznn yusufuznn closed this Sep 4, 2025
@yusufuznn yusufuznn deleted the copilot/fix-2d279488-14db-4df0-a795-ed685d68f02e branch September 4, 2025 08:41
Copilot AI changed the title [WIP] bu repositoryden 15 günlük bir staj raporu hazırla. şu şekilde olsun "Bugün 3. gün çalışmalarımı PasswordBox projesi üzerinde sürdürdüm. Katmanlı mimari yapıyı pekiştirmek adına Entity, Data ve Business katmanları üzerinde kod g... Add comprehensive 15-day internship report for Risk Scoring Application project Sep 4, 2025
Copilot AI requested a review from yusufuznn September 4, 2025 08:47
Copilot finished work on behalf of yusufuznn September 4, 2025 08:47
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2 participants