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Matteo Guidotti

PROFILE

Matteo Guidotti

Matteo developed and maintained advanced aerospace simulation and propulsion modeling features for the leadsgroup/RCAIDE_LEADS repository, focusing on robust regression testing, hybrid propulsion architectures, and emissions analysis. He implemented parallel hybrid and ducted fan models, integrated Cantera-based evaluation workflows, and expanded validation frameworks for CRN combustor and DC motor components. Using Python, Jupyter Notebooks, and computational fluid dynamics, Matteo refactored core modules for maintainability, improved test automation, and enhanced data-driven model fidelity. His work addressed complex engineering challenges in flight dynamics, combustion, and environmental impact, delivering scalable, reliable code that accelerated validation cycles and improved simulation accuracy across the platform.

Overall Statistics

Feature vs Bugs

68%Features

Repository Contributions

225Total
Bugs
38
Commits
225
Features
81
Lines of code
496,636
Activity Months6

Work History

April 2025

53 Commits • 16 Features

Apr 1, 2025

April 2025 RCAIDE_LEADS monthly summary: Delivered robust regression testing enhancements, expanded validation coverage for CRN combustor and DC motor components, and improved Cantera-based evaluation workflows, delivering higher reliability and faster validation of propulsion and aero simulations. Key feature deliveries included expanded regression test infrastructure, CRN combustor/DC motor validation setup and scripts, Cantera evaluation improvements, emissions test enhancements, and notebook/tutorial/test-resource updates supporting long-term maintainability. Major fixes addressed combustor issues, noise regression, X57 handling, validation assertion, and regression-related tutorials. The work collectively increases automation, reduces regression risk, and strengthens the technical foundation for accurate, data-driven decisions.

March 2025

51 Commits • 23 Features

Mar 1, 2025

March 2025 RCAIDE_LEADS monthly performance summary: A strong month of architecture improvements, model refinements, and expanded test coverage that collectively advance simulation fidelity, reliability, and developer capability. Key work spanned propulsion modeling, energy systems design, emissions workflows, and comprehensive testing, with a sustained emphasis on delivering business value through accurate simulations, robust validation, and scalable code quality.

February 2025

68 Commits • 27 Features

Feb 1, 2025

February 2025 delivered a robust regression testing foundation for propulsion models, expanded regression coverage, and delivered major Ducted Fan improvements, hardware integration, and system-wide stability fixes. The work reduced risk in critical subsystems, accelerated validation cycles, and enabled readiness for new hardware, while improving maintainability through documentation and versioning updates.

January 2025

22 Commits • 7 Features

Jan 1, 2025

January 2025 focused on delivering a robust Ducted Fan platform, stabilizing the motor test stack, and aligning code with the latest development baseline to accelerate prototype readiness and release readiness. Key work spanned feature delivery, targeted bug fixes, and foundational testing infrastructure.

December 2024

19 Commits • 2 Features

Dec 1, 2024

December 2024 RCAIDE_LEADS: Delivered codebase modernization with VLM/aerodynamics enhancements and comprehensive documentation for emissions/CRN. Improvements enhance maintainability, modeling fidelity, and onboarding experience while reducing technical debt and stabilizing core components for reliable future work.

November 2024

12 Commits • 6 Features

Nov 1, 2024

Monthly summary for 2024-11: Delivered stable VLM orientation control enhancements and multiple data-driven model improvements across RCAIDE and RCAIDE_LEADS, with critical bug fixes and expanded regression testing that improved accuracy, stability, and overall reliability. Key efforts reduced risk in flight dynamics modeling, improved weight estimation, and broadened propellant/environment modeling realism, delivering tangible business value for design verification, simulation fidelity, and lifecycle maintainability.

Activity

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Quality Metrics

Correctness83.6%
Maintainability85.0%
Architecture79.6%
Performance74.0%
AI Usage21.4%

Skills & Technologies

Programming Languages

CHEMKINCSSCanteraDeckGLSLHTMLJSONJavaScriptJupyter NotebookPython

Technical Skills

Aerodynamic SimulationAerodynamicsAerodynamics ModelingAerodynamics SimulationAerospace EngineeringAircraft DesignAircraft ModelingAircraft Performance SimulationAttribute ManagementBackend DevelopmentBug FixingCFDCSSChemical EngineeringChemical Engineering Simulation

Repositories Contributed To

2 repos

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

leadsgroup/RCAIDE_LEADS

Nov 2024 Apr 2025
6 Months active

Languages Used

PythonRSTCHEMKINDeckGLSLYAMLdeckCantera

Technical Skills

AerodynamicsBackend DevelopmentChemical EngineeringCode RefactoringData AnalysisData Integration

leadsgroup/RCAIDE

Nov 2024 Nov 2024
1 Month active

Languages Used

Python

Technical Skills

AerodynamicsCode RefactoringFlight Dynamics

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