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Focusing
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Focusing
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Achievement: Pull Shark

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Achievement: Pull Shark

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AverilKan/README.md

Hey, I'm Averil

Data Analyst building toward Data Science. Shipping ML projects + web applications. Currently working on planning tech automation and quantitative trading frameworks. London-based.

What I Do

Data Science Projects:

  • Lending-Club — End-to-end ML: 5-model comparison, feature engineering, 0.71 ROC AUC Repo
  • Census-2011-Tenure-vs-Health - Analysis of census data to discover underlying trends with tableau dashboards showcase. Repo

Apps:

  • Parsiv — Live — PDF research assistant: drag-and-drop documents, ask questions, get cited answers. RAG-powered with vector embeddings + LLM integration.

Tech Stack

Languages: Python · SQL · JavaScript · R · SAS

Data Science: pandas · numpy · scikit-learn · XGBoost · LightGBM · PyTorch · Tensorflow

Frontend: React · TypeScript

Backend: TypScript

Pinned Loading

  1. Census-2011-Tenure-vs-Health Census-2011-Tenure-vs-Health Public

    Python

  2. Lending-Club-loan Lending-Club-loan Public

    Jupyter Notebook