|
|

15 PROJECTS · 4 CATEGORIES · 2023—2026

Selected Work

METHOD DEPTH

From model training to interface craft.

A second axis over the same work — not where a project lives but what kind of technique it is. Top to bottom: building and adapting model weights, then working in latent space, orchestrating agents, running models at inference, and finally pure interface and geometry craft. Tags are evidence-based; a hollow marker is a secondary method.

01 1

From-scratch training

Designed and trained a model's weights from the ground up.

3T3D — A Vision Transformer Based 2D-to-3D Model for Architectural Design
02 2

Fine-tuning

Adapted a pretrained model (LoRA, unfreezing, differentiated LRs).

CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation with MLLM 3T3D — A Vision Transformer Based 2D-to-3D Model for Architectural Design
03 4

Embeddings / latent space

Builds on learned representations — projecting, navigating latent space.

Semantic Canvas — Interactive Latent-Space Design Tool for AI-Augmented Footwear Design Latent Atlas LAB CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation with MLLM Vision Lab LAB
04 2

Agentic / orchestration

Agent loops, tool-calling, LLM pipelines and self-verification.

Job Search Copilot Live AI Feedback — Real-Time Design Critique Assistant
05 3

CV / model inference

Runs vision / generative models at inference — real-time, on-device.

Design the Ambience: Expanding Realities Beyond the Screen with StreamDiffusion and MediaPipe Spectral Facades Vision Lab LAB
06 20

Interface / interaction

Interaction, dataviz, geometry and design craft — little to no ML.

Deform Generative Urbanism — U.S.-Mexico Border Revitalization Interlude Aurora Citadel — Procedural Generative Game (Unreal Engine 5) Fiber-based Experimental Models — Parametric Pavilion with Topological Column and Kinematic Canopy Membrane Parametric Form-finding A Game of Deterioration — Time Reversal Salt Marsh Research Center +12 more