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Ivy T.

Ivy T.

Date Analyst Intern

Followers of Ivy T.6000 followers
location of Ivy T.Arlington, Virginia, United States

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  • Timeline

  • About me

    Data Scientist @ Capital One | Ex Lead Generative AI Engineer | Responsible AI, Risk control on GenAI | RAG, fine-tuning, Data Science, Artificial Intelligence, Cloud Deployment | Apply GenAI to real-world use cases

  • Education

    • Sun Yat-sen University

      2016 - 2021
      Bachelor of Science - BS Applied Mathematics

      Relevant Coursework: Mathematical Analysis, Advanced Algebra, Data Structure & Algorithms, Stochastic Process

    • Georgetown University

      2021 - 2023
      Master of Science - MS Data Modeling/Warehousing and Database Administration 3.92

      TA for ANLY501 Data Science&Machine Learning COSC578 Statistical Machine LearningRelevant Coursework: Machine Learning, Optimization, Visualization, Probability Modeling, Statistical Computing, Big Data & Cloud Computing, Database

    • Guangdong Experimental High School

      2013 - 2016
      High School Diploma

      Activities and Societies: President of student council

  • Experience

    • JLL

      Jan 2017 - Feb 2017
      Date Analyst Intern

      • Designed web crawlers to gather relevant data from the real estate industry’s internal websites• Conducted MS Excel and R to clean raw data and Tableau to apply visualization • Gathered information and data about the transaction price & trends of luxury residential buildings, and created a statistical report• Supported in drafting the consultation reports and preparing the presentation materials

    • Allianz

      Jun 2019 - Oct 2019
      Data Scientist Intern

      Travel Insurance Classification Prediction with Machine Learning • Increased travel insurance margins by 3+% by leveraging analytics to predict insurance policies with higher occur- rence rates and strategically optimize premium and deductible amounts• Developed stacked model classifier and feature engineering pipelines for travel insurance prediction, beating the existing model’s performance by 10%

    • KPMG

      Jun 2020 - Oct 2020
      Data Scientist Intern

      Enterprise Management Risk Warning System• Developed a risk-warning system for a provincial government agency managing 50 companies that needed to detect higher-risk companies in advance• Gathered business requirements from various stakeholders and formulated analytics-based solutions to problems encountered by the risk warning system• Built regularized regression models to estimate population, improving error by 20% vs. existing company benchmark

    • Main Line Health

      Feb 2023 - May 2023
      Lead Data Scientist

      Predictive Modeling, Staff Analysis, Data Pipeline

    • Kenvue

      Aug 2023 - May 2024
      Lead Generative AI Engineer

      - Design and implement ML/AI/Generative AI solutions, leveraging best-of-breed products including TensorFlow/PyTorch, OpenAI, Gemini, LLAMA, and Vertex AI- Conduct research and stay up-to-date with the latest AI technologies, frameworks, and tools offered by Azure, GCP, and AWS.- Evaluate and recommend the most suitable AI services and components from Azure, GCP, and AWS offerings based on project requirements and constraints.

    • Capital One

      Jun 2024 - now
      Sr. Data Scientist

  • Licenses & Certifications