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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

house-price-prediction-1 icon house-price-prediction-1

Metropolitan House Price Prediction Web App: Streamlit-based ML model for real-time house price estimations in cities. Input location, size, bedrooms for instant predictions. Check out the GitHub repo for a seamless blend of data science and user-friendly design.

interactive-rag icon interactive-rag

Using MongoDB Atlas + ActionWeaver, we can build a user proxy agent that efficiently retrieves and ingests relevant information. This agent presents the data to the user in an interactive and customizable manner, enhancing the overall user experience.

librechat icon librechat

Enhanced ChatGPT Clone: Features OpenAI, Bing, Anthropic, OpenRouter, PaLM 2, AI model switching, message search, langchain, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. More features in development

lida-streamlit icon lida-streamlit

Example project building a data visualization app using Streamlit and LIDA

liddie icon liddie

LIDA Auto generation for data visualizations

llava icon llava

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

llm-app icon llm-app

LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.

llm-python icon llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

nextauth-prisma-stripe icon nextauth-prisma-stripe

How to integrate subscriptions into your Next.js project (/app). The tutorial utilizes the latest version of Next.js (v13.4) with the /app directory structure, NextAuth v4 for authentication, Prisma for database management, and Stripe for payment processing.

pdfgptindexer icon pdfgptindexer

An efficient tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy.

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