Anna Doherty

Anna Doherty Email and Phone Number

Data Scientist/Algorithm Engineer at Nvidia @ Tesla
palo alto, california, united states
Anna Doherty's Location
Los Angeles, California, United States, United States
About Anna Doherty

Anna Doherty is a Data Scientist/Algorithm Engineer at Nvidia at Tesla.

Anna Doherty's Current Company Details
Tesla

Tesla

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Data Scientist/Algorithm Engineer at Nvidia
palo alto, california, united states
Website:
tesla.com
Employees:
35777
Anna Doherty Work Experience Details
  • Tesla
    Data Scientist/Algorithm Engineer
    Tesla 2019 - Present
    United States
    1. Model development and optimization: I am responsible for developing and optimizing algorithms and models in the autonomous driving system. Using machine learning and deep learning techniques, train and optimize perception, decision-making, and control models for accurate object detection, path planning, and vehicle control.2. Data Analysis and Modeling: Perform data analysis and modeling, explore relationships and patterns among data, and build predictive and decision-making models. They… Show more 1. Model development and optimization: I am responsible for developing and optimizing algorithms and models in the autonomous driving system. Using machine learning and deep learning techniques, train and optimize perception, decision-making, and control models for accurate object detection, path planning, and vehicle control.2. Data Analysis and Modeling: Perform data analysis and modeling, explore relationships and patterns among data, and build predictive and decision-making models. They use techniques such as statistical analysis, regression analysis, and clustering algorithms to discover hidden information in data and provide insights and predictions about the behavior of autonomous driving systems.3. Experiment design and evaluation: Participate in the design and execution of experiments, evaluate the performance and effect of the model and then formulate evaluation indicators, analyze the experimental results, and improve and optimize algorithms and models based on feedback to improve the performance and reliability of the automatic driving system.4. Algorithm deployment and integration: Deploy the developed algorithms and models to the actual autonomous driving system, and perform system integration with other engineers. Ensure algorithms and models work in harmony with other components of the system to achieve full autonomous driving capabilities. Show less
  • Tesla
    Data Scientist/Algorithm Engineer
    Tesla 2019 - Present
    United States
    1. Model development and optimization: I am responsible for developing and optimizing algorithms and models in the autonomous driving system. Using machine learning and deep learning techniques, train and optimize perception, decision-making, and control models for accurate object detection, path planning, and vehicle control.2. Data Analysis and Modeling: Perform data analysis and modeling, explore relationships and patterns among data, and build predictive and decision-making models. They… Show more 1. Model development and optimization: I am responsible for developing and optimizing algorithms and models in the autonomous driving system. Using machine learning and deep learning techniques, train and optimize perception, decision-making, and control models for accurate object detection, path planning, and vehicle control.2. Data Analysis and Modeling: Perform data analysis and modeling, explore relationships and patterns among data, and build predictive and decision-making models. They use techniques such as statistical analysis, regression analysis, and clustering algorithms to discover hidden information in data and provide insights and predictions about the behavior of autonomous driving systems.3. Experiment design and evaluation: Participate in the design and execution of experiments, evaluate the performance and effect of the model and then formulate evaluation indicators, analyze the experimental results, and improve and optimize algorithms and models based on feedback to improve the performance and reliability of the automatic driving system.4. Algorithm deployment and integration: Deploy the developed algorithms and models to the actual autonomous driving system, and perform system integration with other engineers. Ensure algorithms and models work in harmony with other components of the system to achieve full autonomous driving capabilities. Show less
  • Tesla
    Automation Engineer
    Tesla 2015 - 2019
    United States
    1. Programming and algorithm development: Write and debug control algorithms, programming codes and scripts to realize the logic and functions of the automation system. Use various programming languages and development tools to write code according to system requirements, monitor and control the automation process.2. Troubleshooting and Maintenance: Responsible for troubleshooting and maintaining automation systems. Use test equipment and tools to identify and resolve system failures and… Show more 1. Programming and algorithm development: Write and debug control algorithms, programming codes and scripts to realize the logic and functions of the automation system. Use various programming languages and development tools to write code according to system requirements, monitor and control the automation process.2. Troubleshooting and Maintenance: Responsible for troubleshooting and maintaining automation systems. Use test equipment and tools to identify and resolve system failures and maintain system reliability and stability. Preventive maintenance and periodic inspections are also performed to ensure the proper functioning of the system.3. Performance optimization: Improve production efficiency, quality and reliability by analyzing and improving the performance of automation systems. Conduct system monitoring and data analysis to identify potential optimization opportunities and propose improvements to increase the efficiency and sustainability of the system. Show less
  • Tesla
    Automation Engineer
    Tesla 2015 - 2019
    United States
    1. Programming and algorithm development: Write and debug control algorithms, programming codes and scripts to realize the logic and functions of the automation system. Use various programming languages and development tools to write code according to system requirements, monitor and control the automation process.2. Troubleshooting and Maintenance: Responsible for troubleshooting and maintaining automation systems. Use test equipment and tools to identify and resolve system failures and… Show more 1. Programming and algorithm development: Write and debug control algorithms, programming codes and scripts to realize the logic and functions of the automation system. Use various programming languages and development tools to write code according to system requirements, monitor and control the automation process.2. Troubleshooting and Maintenance: Responsible for troubleshooting and maintaining automation systems. Use test equipment and tools to identify and resolve system failures and maintain system reliability and stability. Preventive maintenance and periodic inspections are also performed to ensure the proper functioning of the system.3. Performance optimization: Improve production efficiency, quality and reliability by analyzing and improving the performance of automation systems. Conduct system monitoring and data analysis to identify potential optimization opportunities and propose improvements to increase the efficiency and sustainability of the system. Show less
  • Toyota North America
    Research And Development Engineer
    Toyota North America 2012 - 2015
    California, United States
    1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this… Show more 1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this regard. They improve product performance, efficiency and reliability through the adoption of new materials, processes and manufacturing techniques, as well as the introduction of advanced engineering solutions.3. Engineering analysis and verification: use engineering analysis and simulation tools at work to evaluate and verify the design. Structural analysis, fatigue analysis, fluid mechanics analysis, etc. are carried out to ensure the safety and reliability of products under various working conditions. Show less
  • Toyota North America
    Research And Development Engineer
    Toyota North America 2012 - 2015
    California, United States
    1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this… Show more 1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this regard. They improve product performance, efficiency and reliability through the adoption of new materials, processes and manufacturing techniques, as well as the introduction of advanced engineering solutions.3. Engineering analysis and verification: use engineering analysis and simulation tools at work to evaluate and verify the design. Structural analysis, fatigue analysis, fluid mechanics analysis, etc. are carried out to ensure the safety and reliability of products under various working conditions. Show less
  • Toyota North America
    Mechanical Design Engineer
    Toyota North America 2010 - 2012
    California, United States
    1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this… Show more 1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this regard. They improve product performance, efficiency and reliability through the adoption of new materials, processes and manufacturing techniques, as well as the introduction of advanced engineering solutions.3. Engineering analysis and verification: use engineering analysis and simulation tools at work to evaluate and verify the design. Structural analysis, fatigue analysis, fluid mechanics analysis, etc. are carried out to ensure the safety and reliability of products under various working conditions. Show less
  • Toyota North America
    Mechanical Design Engineer
    Toyota North America 2010 - 2012
    California, United States
    1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this… Show more 1. Product design and development: I am responsible for the design and development of new auto parts, systems and complete vehicles at Toyota. Use computer-aided design (CAD) software and other engineering tools for 3D modeling, design analysis and verification to ensure that products meet performance, quality and safety requirements.2. Innovation and optimization: The company focuses on innovation and continuous improvement, and mechanical design engineers play an important role in this regard. They improve product performance, efficiency and reliability through the adoption of new materials, processes and manufacturing techniques, as well as the introduction of advanced engineering solutions.3. Engineering analysis and verification: use engineering analysis and simulation tools at work to evaluate and verify the design. Structural analysis, fatigue analysis, fluid mechanics analysis, etc. are carried out to ensure the safety and reliability of products under various working conditions. Show less

Anna Doherty Education Details

Frequently Asked Questions about Anna Doherty

What company does Anna Doherty work for?

Anna Doherty works for Tesla

What is Anna Doherty's role at the current company?

Anna Doherty's current role is Data Scientist/Algorithm Engineer at Nvidia.

What schools did Anna Doherty attend?

Anna Doherty attended University Of California, Peking University.

Who are Anna Doherty's colleagues?

Anna Doherty's colleagues are Kwamena Otchere, K W, Christopher Wittenberg, Ali Raza, Nga Duong, Donny Him, Shabeer Ali.

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