Atomic STEM Modelling & Image Analysis
Research software comparing an interpretable Gaussian STEM surrogate with abTEM/multislice reference simulations for atomic-resolution image modelling and validation.
Software and research
Projects
Each project page describes the problem, approach, outcome, and known limitations. Source and demo links are included when available.
Flagship projects
Django Portfolio Platform
A Django portfolio platform that turns structured project content into responsive, accessibility-focused case studies backed by automated tests and disciplined releases.
Market Growth Intelligence
A Python decision-support MVP connecting B2B acquisition spend to downstream sales outcomes through validated data, diagnostics, and evidence-gated recommendations.
Constraint-Based Crossword Solver
A Python solver that models crossword generation as a constraint satisfaction problem using node consistency, arc consistency, backtracking search, and heuristics.
Knowledge-Based Minesweeper AI
A Python knowledge-based AI agent for Minesweeper, built through 16 tagged releases with an interface-independent design that powers a CLI, a static browser demo, and a Python-backed API client.