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8 followers · 10 following
  • Adelaide, Australia

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JLiang126/README.md

Hello! I'm Jason :D

I am an undergraduate computer science student at Adelaide University with a deep passion for AI/ML and DL.

What I'm Working On:

  • Cluster Orchestration & ML Infrastructure: Designing a 2-node local cluster using Multipass to orchestrate C++ training containers with the XGboost I coded.
  • Adelaide University CS Club Infrastructure: Serving as the Open Source and Infrastructure Manager for the Adelaide University Computer Science Club I manage deployment, security, and services including Keycloak, Redis, Turso and the club's online applications.

Languages and Tools:

cplusplus python c pytorch aws azure docker git javascript html5 css3 linux sqlite

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  1. ResNet18-34-Implementation-From-Scratch ResNet18-34-Implementation-From-Scratch Public

    Manual implementation of ResNet-18 in PyTorch. Achieved 93.12% accuracy on CIFAR-10 through custom Momentum SGD, Cross Entropy Loss, and Data Augmentation.

    Python 1

  2. Custom-XGBoost-Pipeline Custom-XGBoost-Pipeline Public

    A custom from scratch C++ XGBoost engine with a pybind11 API, fully containerised and orchestrated on Kubernetes with automated MLflow data logging and Azure Storage.

    C++ 1

  3. Simple-Neural-Net Simple-Neural-Net Public

    A simple neural network which has been trained on randomised data has been passed through a function. The NN then attempts to copy the parameters of the function trying to mirror the function's out…

    Python 1

  4. Conversational-Text-to-SQL-Agent Conversational-Text-to-SQL-Agent Public

    An intelligent, conversational data agent capable of querying a local SQL database to answer business questions about customers, orders, and deliveries.

    Python 1

  5. SLAYER SLAYER Public

    A 2D point and click movement survival game developed in C++ using SFML.

    C++ 1

  6. compsci-adl/website compsci-adl/website Public

    The Computer Science Club's website

    TypeScript 29 29