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Hi there 👋

I'm John Tan, professional data analyst with a keen interest in AI/ML.


Rafa-Js Rafa-Ts Rafa-React Rafa-HTML Rafa-CSS Rafa-Python Rafa-Csharp

Languages

Python JavaScript C Java TypeScript C++ SQL

Technologies

AWS AZURE Docker Kubernetes Linux Node.js PyTorch React Spring TensorFlow

John's Projects

quill icon quill

Quill - A Modern SaaS-Platform Built With Next.js 13

recommender-system icon recommender-system

A recommendation algorithm capable of accurately predicting how a user will rate a movie they have not yet viewed based on their historical preferences. The models and EDA are based on the 1M MOVIELENS dataset

sparrow icon sparrow

Data extraction from documents with ML

table-comparison-tool icon table-comparison-tool

Compare two versions of a table to find differences between them. The compared tables should be saved as CSV files.

telco-customer-churn-predict icon telco-customer-churn-predict

The "Telecom Customer Churn Prediction " GitHub repository is a project focused on analyzing and predicting customer churn.

threddy icon threddy

Flask + HTMX demo of PDF chat with Assistants API

vector-search-demos icon vector-search-demos

Vector search related demos for AI tour, including OpenAI embeddings and Azure AI vector search.

verba icon verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

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