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Christian

PROFILE

Christian

Developed foundational AI features for the CSC4330FinalProject repository, focusing on game variants such as Phase 10, Liars Deck, and Liars Bar. Over two months, delivered AIPlayer structures and memory-based decision logic, migrating core AI from Python to Dart and Flutter for cross-platform consistency. Enhanced the AI’s realism by implementing PlayerMemory management, bluff outcome tracking, and probabilistic truth estimation, while refactoring code into modular components for maintainability. Emphasized code readability, documentation, and API clarity, supporting efficient QA and future feature expansion. Leveraged skills in Dart, Python, and algorithm design to create a robust, extensible AI architecture for mobile game development.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

16Total
Bugs
0
Commits
16
Features
2
Lines of code
1,708
Activity Months2

Work History

May 2025

6 Commits • 1 Features

May 1, 2025

May 2025 Monthly Summary: Delivered AI memory-based decision-making enhancements for Liars Bar and Liars Deck, consolidating the AI memory system and decision logic to improve realism and reliability. Implemented comprehensive PlayerMemory management, tracked bluff outcomes and seen cards, estimated truth probabilities, and applied decaying suspicion scores. Refactored the AI into a modular design across three files to improve readability and maintainability, and updated API documentation (Javadocs). Prepared final improvements for testing and QA.

April 2025

10 Commits • 1 Features

Apr 1, 2025

Monthly summary for 2025-04 focused on establishing AI groundwork and enabling future AI-driven features for Phase 10 and Liars Deck variants within the CSC4330 Final Project. Key architectural changes, code quality improvements, and game-mode readiness were delivered to support ongoing product value and faster iteration.

Activity

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Quality Metrics

Correctness76.2%
Maintainability80.0%
Architecture75.0%
Performance68.2%
AI Usage35.0%

Skills & Technologies

Programming Languages

DartJavaScriptObjective-CPythonSwift

Technical Skills

AIAI DevelopmentAI IntegrationAI LogicAI/MLAPI DevelopmentAlgorithm DesignCode QualityCode ReadabilityCode RefactoringDartDocumentationFlaskFlutter DevelopmentGame Development

Repositories Contributed To

1 repo

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

mpinel6/CSC4330FInalProject

Apr 2025 May 2025
2 Months active

Languages Used

DartJavaScriptObjective-CPythonSwift

Technical Skills

AI DevelopmentAI IntegrationAI LogicAPI DevelopmentAlgorithm DesignCode Readability