Skip to content
View johnnyau19's full-sized avatar
🌵
🌵
4 followers · 4 following

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Block or report johnnyau19

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
johnnyau19/README.md

Hello! I'm Johnny Au 🌵

I'm a Computer Science student at Carleton University (AI Stream, Minor in Statistics). I am driven by a curiosity to understand the mathematical intuition behind Machine Learning algorithms. Rather than treating models as black boxes, I focus on how Linear Algebra, Calculus, and Statistics shape model behavior.

Currently, I am focusing on Knowledge Graphs within Neuro-symbolic architectures to combine the flexibility of LLMs with the precision of structured data.

🛠️ Tech Stack

Languages:

Libraries & Frameworks:

📡 Let's Connect!

Gmail

Pinned Loading

  1. load-balancer load-balancer Public

    Inspired by checkout line assignments, this project simulates advanced load balancing in cloud systems, using reinforcement learning to assign jobs with uncertain workloads across servers.

    Python

  2. resq-agent resq-agent Public

    Hybrid DDQN + A* agent for autonomous search and rescue in partially observable environments.

    Python

  3. face-id face-id Public

    A lightweight system for face verification using CNN-based embeddings.

    Python

  4. backorder-prediction backorder-prediction Public

    Backorder prediction model for supply chain risk management using Random Forest on an extremely imbalanced dataset (positives < 0.01%)

    Jupyter Notebook

  5. chonker-finder chonker-finder Public

    Forked from Oopsiepoopsie/chonker-finder

    FINDING CHONKERS within Carleton

    TypeScript