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Lu Gan
Independent AI Researcher & Builder
I am an independent AI researcher working at the intersection of data-centric AI and 3D vision. My background spans clinical physiotherapy to self-taught machine learning. Nature Portfolio first author, presenting a demo at CVPR 2026.
The Duo
Lu Gan
Nature Portfolio first author. Data-centric AI, annotation systems, and 3D vision. From clinical science to cutting-edge research.
Sam Li
Expert in building multi-modal agentic systems (YOLO, Flux, SAM2, Qwen-VL) and industrial-grade solutions for 3D reconstruction and AIGC.
Projects
AutoLabel Pro
CVPR 2026 DemoA real-time, human-in-the-loop annotation system for data-centric AI. Solving the "cold start" problem in object detection and segmentation — fast, precise, and production-ready.
Watch DemoMacro3DGS
Coming Q4 2026Defining the standard for micro-scale digital twins. Solving physics-constrained challenges — shallow DoF, complex materials — in 3D Gaussian Splatting through automated focus-stacking pipelines.
Seeking Research Collaboration & Lab Sponsorship
Seek CollaborationThe Micro-Scale Frontier
Macro3DGS targets subjects with intricate geometry and complex materials — the kind of detail traditional 3D reconstruction cannot capture. Below are macro-scale specimens that represent the level of micro-fidelity we aim to digitize in 3D.
Publication
"A Curated and Re-annotated Peripheral Blood Cell Dataset for Advancing Hematological AI Research"
First Author — Curated the dataset, led annotation strategy, and drove the research from clinical insight to publication.