Jiang Lu

About Jiang Lu

AI and HPC enthusiast with extensive experience in designing and developing production-ready AI systems. Skilled in deep learning applications using CNNs and GANs for 2D and 3D image/video processing, including: object detection, landmark detection, semantic understanding, video summarization, and video quality enhancement.Hands-on experience in 3D AI applications for mobile devices, including 3D reconstruction, SfM, point cloud registration, segmentation, and detection. Proficient in robotics and 3D camera calibration.Expert in high-performance computing (HPC) with experience writing GPU kernel functions in C++ using OpenMP, OpenMPI, and CUDA.•Skills:Python, C++, TensorFlow, PyTorch, OpenCV, PCL, ROS, OpenMP, OpenMPI, CUDA, Machine Learning, Deep Learning, CNN, 3D Geometric ProcessingMathematics Skills:Linear Algebra, Probability, Numerical Computation, Tensor Calculus

Experience

1. Senior Software Engineer (Computer Vision)

   ASML

   Jun 2022 — Present

   Developed and optimized high-performance computer vision algorithms for large-scale systems, leveraging GPU/HPC techniques to maximize throughput.Diagnosed and eliminated critical system bottlenecks, achieving 5× speedup in key modules and 2× overall system performance improvement.Applied advanced optimization strategies including parallelism, memory-efficient computation, and algorithm-level acceleration to deliver scalable, production-ready solutions.

Education

• Michigan Technological University

  Doctor of Philosophy (Ph.D.), Physics (3D digital optical reconstruction, turbulence dynamics)

Skills

• Java
• Mpi/Openmp
• Stochastic Processes
• Pl/Sql, Ms Sql
• Digital Image Processing
• Python
• Functional Analysis
• Gpu, Mpi, Openmp
• Bayesian Statistics
• Digital Signal Processors
• Matlab
• Real Analysis
• Tensorflow, Pytorch
• Machine Learning and Deep Learning
• Nosql(Canssandra),Spark
• Gpu(Cuda)
• Pytorch, Caffe, Tensorflow
• C/C++