01 / GENERATIVE MODELING
Conditional GAN Floorplans
A PyTorch research implementation of text-conditioned floorplan image synthesis, with model code, saved weights, and sample outputs.
SCIENTIFIC AI / METHODS & EVALUATION
2 SELECTED STUDIESAI research.
Methods & evidence.
Two focused studies in generative modeling and operations research. Each connects a technical question to inspectable model code, experimental artifacts, and a clear account of the study's scope.
Research implementations with original sample outputs and simulated optimization results. Open each study for its method and assumptions.
02 / MATHEMATICAL OPTIMIZATION
EV Charging Facility Optimization
A simulated facility-siting study using mixed-integer optimization to explore charging coverage and location tradeoffs.
MASTER PORTFOLIO HUB
The complete
body of work.
The Applied AI and Data Science Portfolio brings together the wider body of work and labs across vision, language, deep learning, time series, classification, and optimization.