Sean Marandure

I’m a CAD Engineer specialising in Autodesk Inventor with hands-on iLogic (VB.NET) automation experience. I’ve built parameter-driven configurators (e.g. acoustic doors) that clamp inputs, switch features, and auto-populate iProperties/BOM. I write Python for numerical tools and learning projects, and I’m starting an MSc in Data Science & Advanced Computing (University of Reading) to deepen my software/ML skills.

Python • NumPy • SymPy

An educational tool to assist in solving linear systems using matrix transformations (Gaussian elimination, inverse computation). Built while completing Coursera’s Mathematics for Machine Learning.

GitHub Repo →

ANSYS Fluent • Python • TensorFlow

CFD-generated dataset used to train an ANN to interpolate wind velocity and predict optimal building geometries for pedestrian comfort. Validated simulations with real weather data.

Autodesk Inventor • iLogic (VB.NET)

Rule-based parametric model: clamps width/height, conditionally suppresses features (vision panel, seals), and writes iProperties for BOM and drawings.

Python • Postman • SQLAlchemy (Object Relational Mapping) • SQLite (Lightweight Relational Database, Schema Design & Querying) • Flask & APIs

A lightweight MVP Flask app, originally built to streamline workplace task management by replacing email-based task lists. The project has since evolved into a broader vision: a fully functional productivity application designed for students and professionals alike. Built with Python, Flask, SQLAlchemy, and SQLite, the app emphasises clean API design, database integration, and scalable feature development.