Zhenghan Fang Email & Phone Number

Hawthorne, California, US

Hawthorne, California, US

• Developed inspection process using photogrammetry and NeRF on drone scan to reconstruct and analyse rockets
• Set up distributed ML model infrastructure, using Ray Train/Serve, and MLFlow on k8s
• Used ML to accelerate fluid thermal dynamic simulation solver to reduce calculation time from 100 ms to sub-millisecond
• Implement state-of-the-art machine learning techniques from papers to improve the in-house production model

Hawthorne, California, US

• Trained various ML/DL models for object detection, image classification, and segmentation
• Optimized manufacturing parameters using data mining

Los Angeles, California, US

Create a multi-headed computer vision model based system for sewer pipe inspection, detecting defects and their severity, estimating water levels, and other critical information.

University Park, PA, US

Deep Learning and Mathematic, with Dr. Jinchao Xu Investigated extensively about linear separability of MNIST dataset using logistic regressionStudied loss progression of popular datasetsPython, TensorFlow, Keras, PyTorch, Logistic Regression, DNN, CNN, ResNet and MGNet(multigrid network)

Master Of Science - Ms, Computer Science - Artificial Intelligence

Bachelor Of Science - Bs, Computer Science