About me

I'm a full-stack data scientist with a passion for turning complex data into actionable insights that drive business impact. With a solid foundation in both technical and business disciplines, I’ve designed and deployed end-to-end data solutions—from integrating multi-source datasets and building predictive models to developing interactive dashboards that support real-time decision-making. Turning complex problems into simple, beautiful and intuitive designs.

My background spans roles in marketing analytics, customer segmentation, and financial forecasting, and I’ve led projects ranging from a churn prediction model at Alexander Tutoring to an LLM-enabled job application tracker. I thrive on solving challenging problems with innovative techniques and continually strive to expand my expertise across the entire data workflow, ensuring that every insight I uncover not only informs strategy but also creates tangible value.

What i'm doing

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    Data Analysis & Modeling

    I harness advanced statistical techniques and machine learning algorithms to transform complex datasets into clear, actionable insights that drive strategic decisions.

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    Data Engineering

    I design and build robust data pipelines using SQL, Python, and cloud platforms, ensuring high-quality, scalable data integration and processing for impactful analytics.

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    AI & Machine Learning

    I develop innovative AI solutions—including predictive models, generative AI, and LLM-based applications—to tackle real-world challenges and optimize business outcomes.

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    Data Visualization & Storytelling

    I create dynamic, interactive dashboards and visualizations that translate raw data into compelling narratives, enabling stakeholders to make informed, data-driven decisions.

Testimonials

  • Daniel lewis

    Daniel lewis

    Richard was hired to create a corporate identity. We were very pleased with the work done. She has a lot of experience and is very concerned about the needs of client. Lorem ipsum dolor sit amet, ullamcous cididt consectetur adipiscing elit, seds do et eiusmod tempor incididunt ut laborels dolore magnarels alia.

  • Jessica miller

    Jessica miller

    Richard was hired to create a corporate identity. We were very pleased with the work done. She has a lot of experience and is very concerned about the needs of client. Lorem ipsum dolor sit amet, ullamcous cididt consectetur adipiscing elit, seds do et eiusmod tempor incididunt ut laborels dolore magnarels alia.

  • Emily evans

    Emily evans

    Richard was hired to create a corporate identity. We were very pleased with the work done. She has a lot of experience and is very concerned about the needs of client. Lorem ipsum dolor sit amet, ullamcous cididt consectetur adipiscing elit, seds do et eiusmod tempor incididunt ut laborels dolore magnarels alia.

  • Henry william

    Henry william

    Richard was hired to create a corporate identity. We were very pleased with the work done. She has a lot of experience and is very concerned about the needs of client. Lorem ipsum dolor sit amet, ullamcous cididt consectetur adipiscing elit, seds do et eiusmod tempor incididunt ut laborels dolore magnarels alia.

Previous Employers

Resume

Education

  1. University of California - Davis

    2024 — 2025

    Master of Science in Business Analytics

  2. Xiamen University

    2020 — 2024

    Bachelor of Science in Marketing

Experience

  1. Data Scientist @ Andromeda Education

    Feb. 2025 — Present

    Pioneered an AWS-driven data pipeline and chatbot interface to automate transcript processing and real-time analytics, streamlining end-to-end workflows and cutting data processing latency by 95% for real-time analytics

  2. Data Scientist @ Alexander Tutoring

    Aug. 2024 — Feb.2025

    Spearheaded data-driven projects by integrating multi-source datasets to develop predictive models and interactive dashboards that boosted customer retention and operational insights.

  3. Marketing Analyst @ Shell

    Dec. 2023 — May. 2024

    Optimized marketing campaigns using difference-in-differences analysis and robust regression modeling to drive a 12% improvement in conversion rates and enhance revenue forecasts.

  4. Financial Analsyt @ Ningbo Powerhouse Capital

    Sep. 2023 — Dec.2023

    Streamlined revenue forecasting by building regression and time series models on large-scale financial datasets, and delivering actionable insights through dynamic Power BI dashboards

  5. Quantitative Research Intern @ Ipsos

    Apr. 2023 — Aug.2023

    Enhanced customer engagement by executing A/B tests, performing advanced statistical analyses, and developing data-driven strategies that improved brand positioning and dynamic pricing models.

  6. Operations Analyst @ COL

    Dec. 2022 — Mar.2023

    Managed digital content and analyzed social media metrics to drive a 12% increase in user engagement, optimizing overall campaign performance and brand presence.

  7. Account Executive Intern @ Burson

    Jun. 2022 — Nov.2022

    Led comprehensive marketing campaigns for high-profile clients by designing metrics frameworks and conducting in-depth research, resulting in improved campaign engagement and conversion rates.

  8. Campus Ambassador @ P&G

    Oct. 2021 — Jun.2022

    Founded and led the P&G Club, strategically leveraging digital marketing and event management to significantly enhance P&G’s brand visibility on campus.

My skills

  • Data Analysis & Statistical Modeling
    95%
  • Machine Learning & AI
    85%
  • Data Engineering & Pipeline Automation
    80%
  • Data Visualization & Reporting
    95%

Portfolio

Blog

Contact

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