Albert C.
Research Engineer @ NVIDIA
About
Only looking for research and engineering opportunities exclusively for top-tier frontier AI labs / frontier AI divisions within Big Tech companies / top-tier High Frequency Trading, Proprietary Trading and Hedge FundsI specialize in optimizing and accelerating machine learning systems, focusing on LLMs, GenAI, large-scale deep learning models, and research on high-frequency trading optimization. My expertise includes inference optimization and efficient training paradigms, and multimodal learning (CV/NLP).With a strong background in C++, Python, PyTorch/TensorFlow, and CUDA/OpenCL, I also have experience in quantitative trading, including developing low-latency, high-performance trading systems and applying reinforcement learning to quantitative modeling. My work includes high-frequency trading strategy optimization, leveraging parallel computing and advanced numerical methods to enhance execution efficiency.I am passionate about maximizing efficiency and optimizing anything:)
United States
San Francisco Bay Area
Consumer Electronics
NumPy, Pandas (软件), 机器人操作系统 (ROS), Python (Programming Language), OpenCL, Jax, Graphics Processing Unit, Machine Learning, Core ML, Data Engineering, Feature Engineering, TensorFlow, Reinforcement Learning, High-Frequency Trading, Quantitative Research, Quantitative Finance, 机器学习, CUDA, PyTorch, C++
Experience
Research Engineer
NVIDIA
Santa Clara, CA
Scaling the training and inference intelligence behind the next generation of LLMs paradigm
Research Engineer
San Francisco Bay Area
Designed and optimized next-generation LLM large-scale distributed training and inference frameworks across heterogeneous hardware clusters (GPU/TPU). Optimized advanced RL post-training optimization techniques to enhance reasoning capabilities and alignment efficiency. Engineered high-performance kernels and LLM system architectures to accelerate large-scale model deployment.
Machine Learning Research Engineer
Samsung Semiconductor
San Jose, CA
Samsung Research Advanced Computing Labs ML Computing, High-performance computing with GPU Optimization on GenAI, LLM Inference Optimization
AI Research Scientist
Bosch Center for Artificial Intelligence (BCAI)
3D Reconstruction Optimization for perception modules in Autonomous vehicles
Machine Learning Engineer
Baidu, Inc.
Reinforcement Learning for Decision Making in Autonomous vehicles
Quantitative Researcher
Industrial Securities Co.,Ltd.
Pudong, Shanghai, China
1. Quantitative Researcher in reinforcement learning, and tensor decomposition, 2. Optimization of High-Frequency Trading High-Performance Computing
Quantitative Researcher
CICC
Hong Kong SAR
Quantitative Research in equities, commodities, and optimize the market strategies
Research Scientist
Microsoft Research Asia Alumni
MLsys domain, Optimize the large-scale distributed training system for graph neural network.
Education
University of Michigan
Computer Science
with GPA 4.0 of 4.0 Machine Learning Theory, LLM System, Advanced Computer vision, Robotics, Machine Learning……
Albert C.'s Contact Information
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