Nguyen K.'s Projects
An AWS Cloud Development Kit (CDK) sample showing how to configure the aws_lambda extension to send outgoing webhooks via Amazon EventBridge
Example open source event-driven application that generates a new bed time story for your children every night using Lambda, EventBridge, DynamoDB, App Runner, ChatGPT and DALL-E.
CDK example on creating a Event-driven application using Amazon EventBridge
CRAFT-Pyotorch:Character Region Awareness for Text Detection Reimplementation for Pytorch
Carefully curated resource links for data science in one place
dotfiles for the developer happiness: macos, zsh, brew, vscode, codespaces, python, node, elixir
An AWS EventBridge Demo for the Empowering Event Driven Architecture blog post
from https://docs.flutter.dev/reference/tutorials
Roadmap for Flutter developers in 2020
README for profile
learn basic as tutorial https://codelabs.developers.google.com/codelabs/flutter-codelab-first#8
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
PyTorch implementation of neural style transfer algorithm
Experiment on onnx platform
Simplify your onnx model
Advance inference performance using TensorRT for CRAFT Text detection. Implemented modules to convert Pytorch -> ONNX -> TensorRT, with dynamic shapes (multi-size input) inference.
:rocket: Browser-native machine learning app using ONNX Runtime Web
Deep Learning (with PyTorch)
PyTorch Quantization Aware Training Example
Simple PyTorch Tutorials Zero to ALL!
React application that uses Apollo client, Chakra UI, Cognito, AppSync, S3 and DynamoDB. Code is in TypeScript and the CDK
Learn Ruby with the Edgecase Ruby Koans