ProjectsResearch systems & products
Agents, world models, and post-training work from the startup, plus the products I build on the side as a solo developer.
Selected
Stealth
AI-UGC marketing video SaaS
Advisor and principal developer. A SaaS that generates AI-UGC marketing videos and social-media marketing strategy from a product link.
3D-Grounded World Model
Exploratory research
Lead. Preliminary research on a new world-model architecture: a first bridge between 3D models and video models.
Palette
Short-drama generation agent
An AI agent that generates complete short dramas end-to-end.
AgentShot
Agentic multi-shot video generation & benchmarking
A 5-stage plan-then-generate pipeline of 9 specialized LLM/VLM agents with tool use.
HVCap
Human-centric video captioning via Factorized GRPO
End-to-end post-training of Qwen2.5-VL-7B: SFT cold-start followed by reinforcement learning.
Earlier
- Denoising 3D Gaussian Splatting
- Out-of-Distribution Object Detection with CLIP
- Masked-Style Transfer with Optimal Transport Loss
- Brain MR-to-PET Synthesis with CoAtNet CycleGAN