Omer Tariq

Research Scientist — Spatial Intelligence & Embodied AI
Neubility, Seoul, South Korea

I am a Research Scientist at Neubility, working on spatial intelligence — 3D/4D geometry, multimodal grounding, and vision-language alignment — for real-world embodied and on-device systems. I hold a Ph.D. in Computer Science from KAIST (2025), advised by Prof. Dongsoo Han.

My research focuses on transformer-based and BEV architectures for multi-camera 3D object detection, VLM/VLA model deployment on NVIDIA Jetson Orin via TensorRT INT8/FP16 quantization, and sim-to-real transfer for autonomous robot perception. At Neubility I deliver production perception pipelines running sub-30 ms end-to-end on a single SoC — achieving 8× inference speedup at <1% mAP degradation.

I am interested in research roles at the intersection of spatial intelligence, embodied AI, and efficient edge deployment.

Ph.D. CS, KAIST (2025) · B.S. EE, UET Taxila (2014)