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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

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"

fairmot icon fairmot

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

fast-f1 icon fast-f1

A python package for accessible F1 historical data and telemetry

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

fgvc icon fgvc

[ECCV 2020] Flow-edge Guided Video Completion

fuite icon fuite

A tool for finding memory leaks in web apps

gangealing icon gangealing

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gg-transformer icon gg-transformer

Code and models for the paper Glance-and-Gaze Vision Transformer

glide-text2im icon glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

glm-130b icon glm-130b

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

gpt-j icon gpt-j

A GPT-J API to use with python3 to generate text, blogs, code, and more

gpt4all icon gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

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