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Fabian Yamaguchi

PROFILE

Fabian Yamaguchi

Over a three-month period, contributed to the joernio/joern repository by enhancing static code analysis capabilities across Python and C#. Delivered a feature that models Python generator yield statements as returns in the AST, improving analysis of generator-based code and adding targeted tests for correctness. Addressed bugs in Python import resolution by refining ImportsPass to handle relative imports, reducing downstream analysis errors. Improved C# AST generation by consolidating fixes for is expressions, increasing parsing accuracy and reliability. The work combined expertise in Python, Scala, and C#, with a focus on code analysis, AST generation, and rigorous test-driven development practices.

Overall Statistics

Feature vs Bugs

33%Features

Repository Contributions

3Total
Bugs
2
Commits
3
Features
1
Lines of code
167
Activity Months3

Work History

May 2026

1 Commits • 1 Features

May 1, 2026

In May 2026, delivered a feature in joernio/joern to improve Python generator analysis by rerepresenting yield statements as returns in the AST. This enables accurate modeling of generator-based code and strengthens code intelligence for Python projects. The work includes new tests to verify correctness and maintainability improvements through formatting and linting adjustments.

February 2026

1 Commits

Feb 1, 2026

February 2026 summary for joernio/joern: Focused on improving the correctness of C# AST generation within the code analysis tool. Delivered a targeted bug fix addressing is expressions and related AST nodes, consolidating two previously incorrect AST fixes into a single patch. This work enhances parsing accuracy, reduces potential false positives/negatives in C# code analysis, and strengthens the reliability of the AST pipeline.

July 2025

1 Commits

Jul 1, 2025

Month: 2025-07 — Focused on correctness and test coverage for code property graph Python imports. Delivered a targeted bug fix that improves resolution and representation of relative imports (from . import Bar) in the ImportsPass, with an accompanying test to validate IMPORT node creation.

Activity

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Quality Metrics

Correctness93.4%
Maintainability93.4%
Architecture93.4%
Performance93.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

JavaPythonScala

Technical Skills

AST GenerationC#Code AnalysisJava DevelopmentPythonPython ParsingScalaScala DevelopmentStatic Analysiscode analysistesting

Repositories Contributed To

1 repo

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

joernio/joern

Jul 2025 May 2026
3 Months active

Languages Used

JavaScalaPython

Technical Skills

Code AnalysisJava DevelopmentPython ParsingScala DevelopmentStatic AnalysisAST Generation