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crong12/README.md

Hey there πŸ‘‹ I'm Chin Rong!

linkedin

Nice to meet you!

I'm a budding data scientist on a journey to forge my own path in this exciting, evolving field. Having recently graduated from King's College London with an MSc in Data Science and a TikTok internship under my belt, I'm super excited to embark on my career soon! 🎢

I'm particularly interested in data analytics and modelling. I love diving into the nitty gritty details of a messy dataset and digging up interesting insights that may be invisible to (or ignored by) others. Recently, I have started to delve into the wonderful, complex field of LLMs and AI agents. In fact, I'm working on a personal project to use LLMs for expense tracking and analytics. I'm really excited by what lies ahead in this space! 😎

This portfolio serves as a documentation of my data science (and a bit of software development) learning journey, and will mainly comprise projects that I've worked on - from hackathons to academic coursework to personal projects. πŸ’―


Recent projects

  • πŸ€– I created an LLM-powered expense tracking app in the form of a bot on the messaging platform Telegram! The key idea is to simplify the dreary process of tracking one's expenses through the use of natural language textual input, and having an LLM do the heavy lifting of parsing the necessary expense details. This is an ongoing project with planned features in the pipeline. Check it out here!

Languages and Tools

Python MySQL PostgreSQL R MATLAB OpenAI LangGraph FastAPI GCP Docker Telegram Cursor Keras

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  1. expense-tracker-tele-bot expense-tracker-tele-bot Public

    Telegram bot for LLM-powered expense tracking. Whole bunch of features coming up in the pipeline.

    Python

  2. uplift-prediction uplift-prediction Public

    Project submission for AMEX hackathon 2024

    Jupyter Notebook