Shicheng Jin
Product Analyst at Waymo- Claim this Profile
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Chinese Native or bilingual proficiency
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Spanish Elementary proficiency
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Japanese Elementary proficiency
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English Full professional proficiency
Topline Score
Bio
Credentials
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Introduction to Linear Models and Matrix Algebra
HarvardXOct, 2020- Nov, 2024 -
Introduction to Probability and Data with R
CourseraSep, 2020- Nov, 2024
Experience
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Waymo
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United States
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Technology, Information and Internet
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700 & Above Employee
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Product Analyst
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Sep 2022 - Present
Architected and deployed sophisticated enterprise-level dashboards using GoogleSQL to scrutinize and elevate self-driving vehicle reliability. Pioneered the creation and optimization of SQL function modules across different teams. Spearheaded the extraction and aggregation of complex self-driving vehicle log data using advanced GoogleSQL techniques. Utilized Python (Pandas, Numpy) to perform in-depth analyses, discovering intricate causal and correlational relationships that have guided… Show more Architected and deployed sophisticated enterprise-level dashboards using GoogleSQL to scrutinize and elevate self-driving vehicle reliability. Pioneered the creation and optimization of SQL function modules across different teams. Spearheaded the extraction and aggregation of complex self-driving vehicle log data using advanced GoogleSQL techniques. Utilized Python (Pandas, Numpy) to perform in-depth analyses, discovering intricate causal and correlational relationships that have guided engineering enhancements. Show less Architected and deployed sophisticated enterprise-level dashboards using GoogleSQL to scrutinize and elevate self-driving vehicle reliability. Pioneered the creation and optimization of SQL function modules across different teams. Spearheaded the extraction and aggregation of complex self-driving vehicle log data using advanced GoogleSQL techniques. Utilized Python (Pandas, Numpy) to perform in-depth analyses, discovering intricate causal and correlational relationships that have guided… Show more Architected and deployed sophisticated enterprise-level dashboards using GoogleSQL to scrutinize and elevate self-driving vehicle reliability. Pioneered the creation and optimization of SQL function modules across different teams. Spearheaded the extraction and aggregation of complex self-driving vehicle log data using advanced GoogleSQL techniques. Utilized Python (Pandas, Numpy) to perform in-depth analyses, discovering intricate causal and correlational relationships that have guided engineering enhancements. Show less
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New York University
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Higher Education
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700 & Above Employee
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Data Scientist Intern - Capstone Project
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Jan 2022 - Sep 2022
Devised the structure for a cutting-edge real-world autonomous driving test dataset, infusing insights from existing datasets, and preparing collected images for intensive analysis. Employed Python (Keras) to develop deep learning models with unparalleled object detection capabilities, recognizing more than 95% of autonomous driving-relevant objects. Orchestrated a seamless collaboration amongst a team of students, clients, and schools through the implementation of Agile management… Show more Devised the structure for a cutting-edge real-world autonomous driving test dataset, infusing insights from existing datasets, and preparing collected images for intensive analysis. Employed Python (Keras) to develop deep learning models with unparalleled object detection capabilities, recognizing more than 95% of autonomous driving-relevant objects. Orchestrated a seamless collaboration amongst a team of students, clients, and schools through the implementation of Agile management principles, ensuring project success and synergy. Improved work efficiency by 80%. Show less Devised the structure for a cutting-edge real-world autonomous driving test dataset, infusing insights from existing datasets, and preparing collected images for intensive analysis. Employed Python (Keras) to develop deep learning models with unparalleled object detection capabilities, recognizing more than 95% of autonomous driving-relevant objects. Orchestrated a seamless collaboration amongst a team of students, clients, and schools through the implementation of Agile management… Show more Devised the structure for a cutting-edge real-world autonomous driving test dataset, infusing insights from existing datasets, and preparing collected images for intensive analysis. Employed Python (Keras) to develop deep learning models with unparalleled object detection capabilities, recognizing more than 95% of autonomous driving-relevant objects. Orchestrated a seamless collaboration amongst a team of students, clients, and schools through the implementation of Agile management principles, ensuring project success and synergy. Improved work efficiency by 80%. Show less
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Qingdao Port
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China
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Maritime Transportation
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1 - 100 Employee
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Data Scientist
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Jun 2020 - Aug 2021
Innovated new functions using Hadoop multiprocessing and PySpark to perform real-time calculations on over 10,000 daily port operation indicators, cutting data gathering time from 5 minutes to an astounding 30 seconds. Crafted visually compelling business analysis reports with Tableau, enabling an in-depth performance assessment while highlighting critical areas to executive management and saving more than 1 million RMB. Leveraged machine learning classification techniques (Scikit-learn)… Show more Innovated new functions using Hadoop multiprocessing and PySpark to perform real-time calculations on over 10,000 daily port operation indicators, cutting data gathering time from 5 minutes to an astounding 30 seconds. Crafted visually compelling business analysis reports with Tableau, enabling an in-depth performance assessment while highlighting critical areas to executive management and saving more than 1 million RMB. Leveraged machine learning classification techniques (Scikit-learn) to segment customers and implement dynamic pricing strategies, directly contributing to a 2% boost in annual revenue. Show less Innovated new functions using Hadoop multiprocessing and PySpark to perform real-time calculations on over 10,000 daily port operation indicators, cutting data gathering time from 5 minutes to an astounding 30 seconds. Crafted visually compelling business analysis reports with Tableau, enabling an in-depth performance assessment while highlighting critical areas to executive management and saving more than 1 million RMB. Leveraged machine learning classification techniques (Scikit-learn)… Show more Innovated new functions using Hadoop multiprocessing and PySpark to perform real-time calculations on over 10,000 daily port operation indicators, cutting data gathering time from 5 minutes to an astounding 30 seconds. Crafted visually compelling business analysis reports with Tableau, enabling an in-depth performance assessment while highlighting critical areas to executive management and saving more than 1 million RMB. Leveraged machine learning classification techniques (Scikit-learn) to segment customers and implement dynamic pricing strategies, directly contributing to a 2% boost in annual revenue. Show less
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PwC Mainland China and Hong Kong
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China
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Accounting
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700 & Above Employee
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Summer internship, Part-time Assistant
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Jun 2018 - Sep 2018
Wrote comprehensive due diligence report for Toys “R” Us (China) with information on Chinese policies on retail industry gathered from National Bureau of Statistics of China and other government reports Analyzed on toy retail industry in China with Michael Porter’s Five Forces Model Evaluated the company’s financial and operations status by analyzing financial information including working capital, statement of cash flow and expenses in Excel Assessed the profitability of Toys “R”… Show more Wrote comprehensive due diligence report for Toys “R” Us (China) with information on Chinese policies on retail industry gathered from National Bureau of Statistics of China and other government reports Analyzed on toy retail industry in China with Michael Porter’s Five Forces Model Evaluated the company’s financial and operations status by analyzing financial information including working capital, statement of cash flow and expenses in Excel Assessed the profitability of Toys “R” Us (China) in different locations by analyzing demographics Show less Wrote comprehensive due diligence report for Toys “R” Us (China) with information on Chinese policies on retail industry gathered from National Bureau of Statistics of China and other government reports Analyzed on toy retail industry in China with Michael Porter’s Five Forces Model Evaluated the company’s financial and operations status by analyzing financial information including working capital, statement of cash flow and expenses in Excel Assessed the profitability of Toys “R”… Show more Wrote comprehensive due diligence report for Toys “R” Us (China) with information on Chinese policies on retail industry gathered from National Bureau of Statistics of China and other government reports Analyzed on toy retail industry in China with Michael Porter’s Five Forces Model Evaluated the company’s financial and operations status by analyzing financial information including working capital, statement of cash flow and expenses in Excel Assessed the profitability of Toys “R” Us (China) in different locations by analyzing demographics Show less
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Education
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2021 - 2022
New York University
Master of Science - MS, Applied Urban Science and Informatics -
2016 - 2020
University of California, Davis
Bachelor of Science - BS, Business/Managerial Economics
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