Gary Ng
Generative AI Solutions Architect
San Diego Metropolitan Area United States
Summary
🤩
Rockstar🎓
Top SchoolGary Ng is a forward-deployed engineer and generative AI specialist with over 20 years of experience building knowledge-graph driven systems, large-scale data platforms, and machine learning products. He blends deep academic training (PhD in Computer Science) with hands-on leadership across startups and Google, delivering high-throughput data pipelines, patented process-orchestration algorithms, and ML solutions that have driven M&A outcomes. Comfortable in player-coach roles, he has led data science and engineering teams to productionize location-based audiences, fraud detection, and ad-ranking systems handling petabyte-scale data and hundreds of thousands of requests per second. Recently focused on conversational AI and NLP, he brings a consistent theme of closing the gap between humans and the precise information they need through pragmatic, research-informed engineering. Colleagues describe him as a scientist at heart and a compassionate, integrity-driven leader who thrives on collaborative problem solving.
6 years of coding experience
19 years of employment as a software developer
Doctor of Philosophy - PhD, Doctor of Philosophy - PhD at The University of Manchester
Github Skills (45)
palm-api10
langchain10
llm10
google10
google-cloud10
generative-ai10
vertex-ai10
gemini10
compression8
python8
pytorch7
machine-learning7
gpu7
mnist7
optimization7
Programming languages (4)
Github contributions (5)
gkcng/vertex-deepspeed
Sep 2023 - Jun 2024
This repository makes it simple to use DeepSpeed for multi-hosts multi-GPUs model training on Vertex AI. It provides the scripts to build a custom container. When deployed in a multi-node cluster with Vertex AI custom training, the container automatically establishes inter-node communication ready for DeepSpeed.
Contributions:1 PR, 8 pushes in 9 months
SongDark/cnn_autoencoder_mnist
Aug 2022 - Sep 2023
CNN auto-encoder on mnist.
Contributions:2 PRs in 1 year 1 month
pytorchpythondeep-learningencoderauto-encoder
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