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followers: 11.0 following: 21.0 repos: 15.0 gists: 0.0

Name: Jake

Type: User

Bio: Computer Scientist at The University of Bath, ex-IBM intern

Location: London/Bath

Jake Davies 👨🏻‍💻

I'm a Computer Science student who's interested in a range of fields applicable to software engineering, particularly interested in computer architecture, high performance, and deep learning. Knowledgable about parallel systems, including CPU and GPU architecture.

Recent Projects

Deep Reinforcement Learning for NES Super Mario Bros.

Implemented RainbowDQN with CUDA acceleration (via PyTorch) to train an agent to play Super Mario Bros. (repository)

Full Game Performance

Multi-level Training 1

Multi-level Training 2

Multi-level Training 3

Achieved a grade of 92% (Very-high first)

Advanced Raytracer

Implemented a raytracer from scratch with photon mapping in C++. (repository)

Final render with photon mapping

Achieved a grade of 99% (Very-high first)

Languages and Tools

I'm pretty open to learning cool and modern languages, like Rust or Go, for now I'm very comfortable with:

C, C++
Python
Swift
Java

Jake's Projects

advanced-raytracer

Description of how my raytracer was implemented in C++

debugging-intro-clion

A repository to demonstrate the basics of debugging in CLion

deep-reinforcement-learning

The post training video of our agent performance

fixed-capacity-queue-java

A generic fixed capacity queue class made in Java, for handling θ(1) enqueue and dequeue operations.

jakedves

joinedtogether

A Unity game made for the GMTK 2021 Game Jam.

pal-2022

A collection of the slides that have been used in PAL this year.

pal-threading-java

Examples of how to use Threads via 3 methods: Inner class, Anonymous functions, and Method references

recipe-builder

Swift and SwiftUI app for creating, storing and viewing recipes. Recipes shared across devices via CoreData and CloudKit.

sentimentalyst

A Natural Language Processing app with a custom-trained machine learning model to detect emotions

swift

The Swift Programming Language

$swift-fractal-render icon$ swift-fractal-render

Gradually renders the Sierpinski triangle, using SwiftUI

train-nlp-swift

A script that trains a natural language processing, machine learning model in Swift.

ultimate-cat-viewer

The code for the ultimate cat viewer app used to teach the basics of Swift and SwiftUI

visionary

Computer Vision based approach to using macOS (demo in README).

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