Current: Alpamayo production model, a vision-language reasoning autonomous driving model. My responsibilities include iterating on the model architecture and model training.

Past: 3D perception of autonomous driving. Multitask machine learning model development.

3D object detection, ML in Decision Making and large scale ML system

Perception, ML/DL, computer vision.

Designed, trained and lead the implementation of deep learning based object detection stack for two generations of Argo's autonomous driving system.

Build the distributed training platform on Cloud to support fast model training.

• Research areas include: New deep learning network architect for detection and classification, Improving Deep learning prediction with synthetic data and multi-GPU parallelization.

• Collect requirements from customer, design the software and hardware system, and coordinate agile development

Lead research of mechanical deformation of photo-polymer. Developed and implemented a 3D inhouse finite element base simulator suite in C++. Work on both system design and algorithm development.

Lead research of electron interaction with solids. Developing a fast Scanning Electron Microscope simulator.