Liheng Guo Email & Phone Number | 7-year end-to-end experience: from large-scale cloud infra data to hardware-specific raw data and robotics; from data pipelines and dashboards to analytics and machine learning. • Large-scale cloud infrastructure data science: databases, pipelining, metric creation, usage and efficiency measurement, resource accounting, root cause analysis, and machine learning modeling. • Hardware/physics-specific data science: low-level acquisition of high-throughput joint multimedia data (signals, videos, motion, etc), ML modeling, and applications. • Demonstrated track record of helping product teams, engineers, and stakeholders create metrics and the associated anomaly detection, attribution, forecasting, and ML systems. Skills: • Programming: Python, SQLs (Presto, MySQL, PostgreSQL), C/C++ • Packages/Framworks: Pandas, NumPy, Scikit-learn, Tensorflow, Matplotlib / Plotly / Seaborn visualizations • Machine Learning Algorithms: Regression models, Decision trees, SVM, Clustering, Neural Networks • Cloud & Infra: Infrastructure as a Service (IaaS), Infra resource accounting and power management, Cloud-scale fleet performance & efficiency measurement, Data Pipelining, CI/CD • Signal processing, computer vision, optimization, compressed sensing, sparsity-based undersampled signal recovery • Firmware programming, real-time and event-driven programming, sensors & data acquisition, actuation, robotics, LabVIEW

Liheng Guo

7-year end-to-end experience: from large-scale cloud infra data to hardware-specific raw data and ro...
San Jose, California, United States

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Liheng Guo’s Email liheng@meta.com

Liheng Guo’s Phone Numbers +1 859-223-****

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Liheng Guo’s Location San Jose, California, United States

Liheng Guo’s Current Industry Zoox

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Work Experience

Zoox

Software Engineer

2024-01-01 00:00:00 - Present

Facebook

Research Data Scientist

2019-07-01 00:00:00 - 2023-06-01 00:00:00

Intuitive Surgical

Data Research Scientist

2017-01-01 00:00:00 - 2019-07-01 00:00:00

The Johns Hopkins University School Of Medicine

PhD, Biomedical Engineering

2010-08-01 00:00:00 - 2017-01-01 00:00:00

Insight Data Science

Data Science Fellow

2016-06-01 00:00:00 - 2016-08-01 00:00:00

Tesla Motors

Intern

2015-03-01 00:00:00 - 2015-06-01 00:00:00

Medtronic

Summer intern

2008-05-01 00:00:00 - 2008-08-01 00:00:00

Boston Scientific Crm

Summer intern

2007-05-01 00:00:00 - 2007-08-01 00:00:00

Duke University

Engineering Research Assistant

2005-01-01 00:00:00 - 2007-01-01 00:00:00

Skills

No Skills Available

Languages

No Languages Available

FAQ About Liheng Guo

Liheng Guo is located at
San Jose, California, United States

Liheng Guo is a 7-year end-to-end experience: from large-scale cloud infra data to hardware-specific raw data and robotics; from data pipelines and dashboards to analytics and machine learning. • Large-scale cloud infrastructure data science: databases, pipelining, metric creation, usage and efficiency measurement, resource accounting, root cause analysis, and machine learning modeling. • Hardware/physics-specific data science: low-level acquisition of high-throughput joint multimedia data (signals, videos, motion, etc), ML modeling, and applications. • Demonstrated track record of helping product teams, engineers, and stakeholders create metrics and the associated anomaly detection, attribution, forecasting, and ML systems. Skills: • Programming: Python, SQLs (Presto, MySQL, PostgreSQL), C/C++ • Packages/Framworks: Pandas, NumPy, Scikit-learn, Tensorflow, Matplotlib / Plotly / Seaborn visualizations • Machine Learning Algorithms: Regression models, Decision trees, SVM, Clustering, Neural Networks • Cloud & Infra: Infrastructure as a Service (IaaS), Infra resource accounting and power management, Cloud-scale fleet performance & efficiency measurement, Data Pipelining, CI/CD • Signal processing, computer vision, optimization, compressed sensing, sparsity-based undersampled signal recovery • Firmware programming, real-time and event-driven programming, sensors & data acquisition, actuation, robotics, LabVIEW

Liheng Guo currently works in the Zoox |

No Languages Available

Liheng Guo has prior
experience in the following industries:
Facebook | Intuitive Surgical | The Johns Hopkins University School Of Medicine | Insight Data Science | Tesla Motors | Medtronic | Boston Scientific Crm | Duke University

Liheng Guo has the following professional experience:
Zoox | Facebook | Intuitive Surgical | The Johns Hopkins University School Of Medicine | Insight Data Science | Tesla Motors | Medtronic | Boston Scientific Crm | Duke University