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●SYSTEM: ACCESSING_RECORD_NVIDIA-RESEARCH...|STATUS: VERIFIED|
Generative AI Researcher Intern
BRAIN_DUMP

"Was shocked to find our original engine would take centuries to generate the dataset we needed, but we pulled through... An awesome virgin experience to multimodal AI research!"

”

#Generative AI Researcher Intern

SynDORBench

Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions

NeurIPS 2026

Evaluations & Datasets Track

Concept illustration, not a dataset sample: a person with their guard up in a daylight desert.
Daylight
Concept illustration, not a dataset sample: a person kicking on a wharf at night.
Night
Concept illustration, not a dataset sample: a person walking through a field in simulated enhanced night vision.
Night vision

>_ Mission Log

[+] Engineered a scalable Python and Blender synthetic-data engine with configurable scenes, environmental conditions, camera settings, and automated pose, bounding-box, and segmentation-mask labels using SMPL-X, AMASS, and BABEL.

[+] Built a unified evaluation framework with Hydra configs and Docker/CUDA for human-presence classification and action recognition. Compared YOLO with compact LVLMs on human presence; action recognition evaluated LVLMs only.

</> Skills & Expertise

PyTorch
CUDA
Blender
LVLMs
Multimodal