Data Scientist with experience working for large tech companies as well as early stage AI startups.Results oriented, customer-centric professional with achievements in AI/ML predictive models, analytics platforms, programs and data mining for data analysis and model development, and advanced results in Python and SQL. Strength in the ability to drive project success from inception to launch, collaborate with critical stakeholders to provide data driven insights and solutions, and remain composed in a rapidly evolving environment.Additional skills and strengths:- Programming: Python (NLTK, SKLearn, Pandas, NumPy, SciPy, Beautiful Soup, Plotly, Dash, Streamlit), R,SQL, NoSQL, T-SQL, C++, HTML, Excel- Business Analytics: Databases (pgAdmin4, PostgreSQL, MySQL, SAP HANA, MongoDB, Neo4j), Data Visualization (Plotly, Dash, Streamlit, Matplotlib, Seaborn, Tableau)- Data Science: TensorFlow, Keras, machine learning, deep learning, statistical modeling, causal inference, A/B testing, data mining, data wrangling, web scraping, Natural Language Processing, Regex, Transformer, API scraping,Time Series- Other tools: Cloud Technologies (AWS, S3, Redshift), Big Data Technologies (Hive, Hadoop, Spark), Git, Github, Reviewable, Jira, Jupyter, R Studio, VS Code, Docker, Scrum
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Operations Research ScientistMarriott International Jul 2024 - PresentBethesda, Md, Us -
Data ScientistZoox Sep 2022 - Sep 2023Foster City, California, UsFor this Amazon AI robotics subsidiary, developed statistical analysis tools to automate vehicle shakiness measurement and performance metrics through extracted real-time data. Collaborated with engineering leveraging mathematical calculations and causal inference to analyze the range of vehicle movement and the customer comfort. Built interactive dashboards enhancing vehicle suspension system performance and model accuracy. Developed automated ETL architecture and pipelines resulting in a data retrieval efficiency boost. -
Data ScientistSkael, Inc. Sep 2021 - Aug 2022Developed predictive models for news generation, document parsing, and customer churn prediction using applied statistical analysis, NLP, and ML algorithms resulting in enhancement accuracy and significant cost savings. Performed document classification and semantic search resulting in a reduction in manual time. Developed automated ETL pipelines and algorithms and optimized performance improving data gathering efficiency. Collaborated with cross-functional teams creating prototypes and MVP for various services.
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Data AnalystApple May 2021 - Sep 2021Cupertino, California, UsMap Operations team specializing in curation, analysis, and use of OpenStreetMap content within Apple Maps. Analyzed data improving customer lifetime value. Enhanced data accuracy leading to an increase in quality and coverage. Partnered with cross-functional stakeholders on ad-hoc data requests and analyzing territory data feasibility. -
Information Security Data AnalystCalifornia Department Of Veterans Affairs Jul 2018 - Jun 2021Sacramento, California, UsRotational work between Infrastructure, Information Security Office, and Application and Development Service. Conducted information security data analysis and monitored information systems for anomaly detection. Researched government security initiatives resulting in enhanced data management across SQL Server Systems. Two-year recipient of the Superior Accomplishment Award. -
Data Science InternWomen In Data Feb 2021 - May 2021Sacramento, California, UsLeveraged Python data analysis and statistical modeling techniques to understand causes of homelessness. -
Data Science InternE. & J. Gallo Winery Jan 2021 - May 2021Modesto, California, UsCreated machine learning regression model test library automating best performing model selection and wrote SQL scripts to retrieve data and developed SVR model.
Trang Vu Skills
Trang Vu Education Details
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University Of The PacificData Science -
University Of SunderlandBusiness Management
Frequently Asked Questions about Trang Vu
What company does Trang Vu work for?
Trang Vu works for Marriott International
What is Trang Vu's role at the current company?
Trang Vu's current role is Operations Research Scientist.
What schools did Trang Vu attend?
Trang Vu attended University Of The Pacific, University Of Sunderland.
What skills is Trang Vu known for?
Trang Vu has skills like R, Amazon Web Services, Linux, Data Science, Information Security Awareness, Algorithms, Ada Compliance, Adobe Acrobat, Mongodb, Office 365, Data Wrangling, Data Analysis.
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