My name is Ma Gaoyuan, you may call me Tony. I'm currently an undergraduate in computer science at Nanyang Technological University (NTU), Singapore. I'm diligent and love to learn. Interested in AI, Databases, software development.
- 🔭 I’m currently working on a high performance redis-like in-memory data structure
- 🌱 I’m currently learning DL, pytorch, high performance C/C++ programming in the linux environment
- 📫 How to reach me: [email protected]
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Redis like in-memory database - A redis like database that supports Redis queries like
GET,SET,DEL,KEYSthrough Redis protocol handling. With a high performance server with high QPS via methods like non-blocking IO, event loops, event-driven programming(Linux poll() system call), thread pools. It stores key-value pairs efficently with an external chaining hash table that uses embedded intrusive linked lists, and uses AVL trees to store certain key types for more efficient lookup. Through its TLV(tag-length-value) data serialisation format, it achieves support for various data types likeint,double,arrayandhash table. It also utilises a timer and a TTL cache to store frequently accessed data to reduce query latency. -
Campsite Sharing Web App -A web application developed using React.js and Django able to show map information using Google Maps API, used MongoDB for storage and Redis for performance and caching, used docker for backend and databases, later to be deployed on GCP
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Student Grade Management System -A web application developed using Vue.js and flask, used MySQL for storage, later to be deployed on the AWS cloud
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University of Michigan Deep Learning Course on Computer Vision -Assignments for this course, mainly involves using Pytorch ML/DL frame work and building all kinds of AI models with certain algorithms in Jupyter notebook and google colab.
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AI Spam Email Classifier -University collaborative project, built an NLP agent that classifies emails with 97% accuracy using various data processing methods and ML algorithms