Atomic STEM Modelling & Image Analysis
Geometry-resolved HAADF-STEM image formation, interpretable surrogate modelling, and controlled validation against abTEM/multislice references.
Research portfolio
Projects
Research projects are presented first. Other software and applied work is retained separately as broader professional work and is not presented as research evidence.
Research projects
Other software & applied work
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.