Jeffrey Jiang Email & Phone Number

San Jose, CA, US

San Francisco Bay Area

Emeryville, California, United States

Los Angeles, California, United States

Energy-based Security against Train-time Poisons, UCLA○ Used unsupervised energy-based models as a pre-processing step to purify poisoned training data.○ Achieved state-of-the-art defense on CIFAR-10 against a variety of poisons in all scenarios, resulting in negligible poison success with only 1% decrease in natural accuracy.Human-Machine Interaction in.

Los Angeles, California, United States

○ Managed undergraduate senior design projects focusing on communicating subsystems, gesture recognition,speech and image processing, packaged in a user-friendly interface.○ Authored lab tutorials and requirements, iterating over years to improve student progress in the course and the complexity of their projects.○ Also taught: Digital Signal Processing.

Berkeley, California, United States

○ Developed a vision model able to determine robotic pick locations for arbitrary grocery store objects.○ Used physics sims to generate and annotate realistic synthetic data, augmenting the dataset by 32x while reducing total storage size by 80%.○ Achieved 5% improvement on real-world uses by robustifying against major failure case of light glares on.

Belmont, California, United States

○ Adapted theoretical calibration algorithms of stereo cameras to confirm experimental failure in designed lens.○ Experimented with pre-trained video neural networks for fine-tuning on embedded devices. Found explainable clusterings of layer outputs in low-dimensional visualizations, suggesting potential use in sports filming.○ Showed potential 100x.

Berkeley, CA

○ Developed on Microsoft HoloLens to fly drones, replacing remote controls with more intuitive AR gestures.○ Used ROS and mocap to achieve waypoint flight control on the DJI Matrice indoors.

Hangzhou, Zhejiang, China

Columbus, Ohio Area

Doctor Of Philosophy - Phd, Electrical And Computer Engineering

Thesis: On the Robustness of Causal Machine Learning

Master Of Science - Ms, Electrical And Computer Engineering

Bachelor'S Degree, Electrical Engineering - Computer Engineering, 3.825

Activities and Societies: IEEE, HKN, UPE, TBP

Education record

Concurrent Enrollment with senior year of high school to take some additional math courses offered at the local community college.

Education record

Mathematics Honor Society - AIME, AMC Science Club - USAPho Semifinalist, Science Bowl French Club - Grand Concours