python-engineering

Probabilistic stability analysis of gabion retaining walls — FOSM, HL-FOSM, FORM (Nataf), Monte Carlo — plus a structured LLM benchmark: 14 documented failure modes tested against 2 production models. For geotechnical engineers and AI evaluation researchers.

3D Wellbore Trajectory Engine using Vectorized Minimum Curvature. Includes multi-language support (ES/EN/DE) and Equinor Volve validation dataset.

Automated workflow for NACA 4-digit airfoil analysis and 3D CAD geometry (SolidWorks/CATIA) generation using Python and Bash.

End-to-end HVAC cooling load prediction pipeline built with AI, featuring data preprocessing, model training, evaluation, and inference to support engineering decision-making.

UV-based modern Python project templates for novices who have no experience of programming.

A structured Python roadmap of progressively challenging questions being solved over time, designed for hands-on learning and open for others to follow.

Mechanics-based computational framework for preliminary analysis of tall buildings with core–outrigger systems (modal analysis, response spectrum, drift and stiffness evaluation).

Production-focused Python backend engineering learning repository covering Python fundamentals, data structures, OOP, APIs, FastAPI, SQL, PostgreSQL, testing, Docker, CI/CD, automation, and backend engineering practices.

Python projects focused on mechanical engineering calculations, automation and data analysis.