Cedric Chee
‣Software Engineer ‣Antler alumni, ex-startup builder ‣16+ yrs of web dev ‣SHIPPED: over 10 apps to prod ‣FOCUS: backend, Go ‣ STACK: JS, monolith, boring ‣LEARNING: CS ‣RESEARCH: simple architecture
Education
Bachelor of Science, Information Technology
Work
Product Dev @ startups, ex-entrepreneur
GitHub Repositories
awesome-transformer-nlp
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
1018 stars
awesome-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
441 stars
capsule-net-pytorch
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
Python • 167 stars
knowledge
Everything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.
123 stars
pytorch-android
[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.
C++ • 103 stars
data-science-notebooks
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
Jupyter Notebook • 91 stars
saas-starter
Everything you need to get your next Unicorn-For-X startup off the ground.
JavaScript • 58 stars
react-typescript-jest-enzyme-testing
Testing React.JS + TypeScript component with Jest and Enzyme. A simple example for reference.
TypeScript • 49 stars
realtime-detectron
Real-time Detectron using webcam.
Python • 40 stars
e-mart
Open source full stack React and Next.js online mart complete with shopping cart and real credit checkout.
JavaScript • 18 stars
ssd-yolo-retinanet
Multi-class object detection pipeline—Single Shot MultiBox Detector (SSD) + YOLOv3 (real-time) + focal loss (RetinaNet) + Pascal VOC 2007 dataset
Python • 17 stars
pytorch-lite
[Deprecated] PyTorch Lite is a lightweight machine learning framework for on-device mobile inference.
Jupyter Notebook • 14 stars
neural-network-in-13-lines
A neural network in 13 lines of Python.
Python • 8 stars
pytorch-mobile-kit
PyTorch Mobile starter kit.
Java • 8 stars
experiments
A collection of little snippets of programs I write when I test out ideas. A code "playground".
Go • 7 stars
wasserstein-gan
PyTorch implementation of Wasserstein GAN paper
Jupyter Notebook • 7 stars
dockerfile-fastai
Dockerfile for building NVIDIA CUDA image for PyTorch 1.0 and fastai 1.0 deep learning
Dockerfile • 1 star
tensorflow-community-builds
TensorFlow prebuilt binary (Python wheels) from source by the community.
1 star
rust-webserver
[EXPERIMENTAL] Simple multi-threaded web server with a thread pool & graceful shutdown
Rust
Badges
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Four Year Club
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Three Year Club
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Two Year Club
This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least two years.
One Year Club
This badge celebrates the longevity of those who have been a registered member of the DEV Community for at least one year.
Skills/Languages
Generalist. T-shaped skills.
Languages:
- primary: JavaScript, Node.js, Go
- low-level: Rust
Backend: SQL, DB, HTTP API, Postgres, SQLite, Express.js, container, VM, AWS
Frontend: React
Currently learning
Com Sci, fundamentals, software internals, backend programming, Go, systems architecture, scaling monolith, database theory, CI/CD, WebAssembly, functional programming.
Currently hacking on
- WireGuard
- Maintainable software
- Systems design
- Systems programming (emu, OS, software internals)
- Homelab - self-hosted
- Reducing web bloats - Reviving the 90s Web.
Available for
- Product dev @ startup - building, launching & maintaining MVP
- Tech consulting
- OSS: looking for great people to collaborate on interesting side projects.
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