In my previous job at Kakao Mobility, I invented a multi-ray real-time surface extraction algorithm in 3D space. This algorithm is useful for extracting surfaces from point clouds in real-time, which is important for applications for Map for autonomous driving. I also implemented an intensity-based lane extraction algorithm from 3D point cloud, which is useful for detecting lanes on the road and improving the accuracy of autonomous driving systems.
I proceeded with projects that have the potential to make information more accessible and easier to understand for people all over the world. The first project is called Three-line Summary (SJYYJ), which is a news article summarization AI that combines extractive and abstractive summarization techniques. Secondly, I created my own Knowledge Graph to share all my knowledge and deployed it to the web ecosystem. This project is called Texonom, and I will use it as a knowledge database for my next AI project. The third project is a chatbot that can provide responses backed up by relevant Texonom-based knowledge. I have optimized the LLaMa2 Model using GPTQ 4-bit quantization to make everyone can use LLM in local environment.
As a software engineer, I have also developed several algorithms and ideas that have been published and implemented in various projects. One of my contributions is the multi-dimensional version of Chaikin's smooth algorithm, which I generalized and published as an NPM library. This algorithm is useful for smoothing out curves in multi-dimensional space.
London, the city of my dreams, is a place where history meets modernity. Working here will be a dream come true, and I feel fortunate to be part of this vibrant city. London's rich history as the first modern city has always fascinated me, and I hope to experience its preserved breath. Moreover, it is a mentally stable place for me as my girlfriend will be studying at UCL from September. With its world-class education, finance, and cultural institutions, London is a hub of innovation and creativity. I am excited to explore all that this city has to offer and make the most of my time here.