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Hi there 👋

My name is Matthew, I'm a Machine Learning Engineer. I like building, writing, and understanding how things work.

You can follow me on:

GitHub Stats / Top Languages

My top open-source repos

Top repos I've contributed to

Skills

Programming Languages

Python, JavaScript/Node, C++, Golang, Julia, R, Solidity

python javascript nodejs cplusplus go julia rlang solidity

Frameworks

PyTorch, Tensorflow, JAX, Scikit-Learn, Numpy, Pandas, Langchain, LangchainJS, Typescript, React, Gatsby, Next.js, React Native, Astro, Tailwind CSS, OpenCV, Robotic Operating System (ROS).

PyTorch Tensorflow JAX Scikit-Learn Numpy Pandas Langchain TypeScript react VueJS Gatsby Next.js reactnative Astro tailwind OpenCV Robotic Operating System (ROS)

Platforms

Amazon Web Services (EC2, Sagemaker, Bedrock, Lambda, DynamoDB, SQS, Kinesis, S3, API Gateway, ECS, Fargate)

aws EC2 Sagemaker bedrock Lambda DynamoDB SQS Kinesis S3 API Gateway ECS Fargate

Other Deployments: (Microsoft Azure, Google Cloud Platform, Lambda Cloud, Heroku)

Microsoft Azure gcp Lambda Cloud heroku

Operating Systems

windows macos linux

DevOps / MLOps

Git, GitHub, GitLab, Docker, Kubernetes, Ansible, Terraform, Pulumi, GitLab, Jenkins, Circle CI, Weights & Biases.

git GitHub GitLab docker kubernetes Ansible Terraform Pulumi Jenkins Circle-CI Weights-and-Biases

Databases, Data Engineering

MongoDB, Cassandra, MySQL, FaunaDB, Neo4j, Apache Kafka, Apache Spark, Elasticsearch, Hadoop, Vector Databases (Pinecone, Weaviate, Chroma)

mongodb cassandra mysql FaunaDB Neo4j Apache Kafka Apache Spark Elasticsearch Hadoop Pinecone Weaviate Chroma

Other Tools

HuggingFace, OpenAI, Anthropic, Cohere, Algolia, AI21, GraphQL, Airtable, Zapier, LatchBio, Godot, Supabase, Firebase, Figma

HuggingFace OpenAI Anthropic Cohere Algolia AI21 graphql Airtable Zapier LatchBio godot firebase supabase figma

namnaku87's Projects

covid-movement-vis icon covid-movement-vis

COVID-19 movement & cases tracker with demographic data using D3.js for SVG animations

covid19-dashboard icon covid19-dashboard

🦠 Django + Plotly Coronavirus dashboard. Powerful data driven Python web-app, with an awesome UI. Contributions welcomed! Featured on 🕶Awesome-list

covid19.miscnn icon covid19.miscnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

dalle-mini icon dalle-mini

DALL·E Mini - Generate images from a text prompt

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

darklighter icon darklighter

Code and demo videos of DarkLighter---a low-light enhancer towards facilitating UAV tracking in the dark.

data icon data

An index of all open-source data

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deeppicar icon deeppicar

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

deeppilot icon deeppilot

A CNN for Autonomous Drone Racing. Paper: https://doi.org/10.3390/s20164524 More informatión about our research group: https://ccc.inaoep.mx/~carranza/

deeppruner icon deeppruner

DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)

defi_yield_farming icon defi_yield_farming

:tractor: :ear_of_rice: A DeFi app, which provides staking & farming functions are deploy-able with a website, for yield farming.

denoising-diffusion-gan icon denoising-diffusion-gan

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

developerfolio icon developerfolio

A DevFolio/Developer Portfolio built using ReactJs and Animation libraries.

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dsc-eye-of-god icon dsc-eye-of-god

To offer a solution to the urban-dwelling visually-impaired, we built Eye of God. It is an easy to use navigation system for visually impaired people, acting as their virtual cane to help them navigate to their destination all by themselves without needing the assistance of other people.

easyocr icon easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

ernie icon ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

f-lsesim icon f-lsesim

CVPR 2021: "The Spatially-Correlative Loss for Various Image Translation Tasks"

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