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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

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hannes-stark icon hannes-stark

Code for my website built with Angular and running on GitHub Pages.

health-care-chatbot icon health-care-chatbot

It is a medical chatbot that will provide quick answers to FAQs by setting up rule-based keyword chatbots.

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

hrformer icon hrformer

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

image-text-localization-recognition icon image-text-localization-recognition

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約

indian_landmark_recognition icon indian_landmark_recognition

Indian Architectural Styles Recognition using salient detection, supervised feature classification and ImageNet trained models.

investpy icon investpy

Financial Data Extraction from Investing.com with Python

iperceive icon iperceive

Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021

landing-starships icon landing-starships

Make autonomous landing rockets using Deep Reinforcement Learning (Unity ML-Agents)

lemul icon lemul

Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images (ICCV 2021)

log4j-detector icon log4j-detector

Detects vulnerable Log4J versions (CVE-2021-44228, CVE-2021-45046, etc) on your file-system within any application. It is able to even find instances that are hidden several layers deep. Works on Linux, Windows, and Mac, and everywhere else Java runs, too!

lptn icon lptn

Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021

mae-pytorch icon mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

mitiq icon mitiq

Mitiq is an open source toolkit for implementing error mitigation techniques on most current intermediate-scale quantum computers.

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