Steven's Projects
Use ChatGPT to match query with service endpoints
CodeQA: Unleash the power of AI in your codebase. Ask questions & get insights from your document.
A framework for defining neural network with a Keras-like API. Implementation of all the layers, techniques and methods in NumPy.
VSCode extension to work with Databricks
Collection for useful devcontainer setups
Template for FastAPI applications
Python script for writing text on github contribution chart.
Code for the paper "Language Models are Unsupervised Multitask Learners"
A web application to split your list of items in random subgroups.
A web application for posting sharing, and liking news written in Javascript with VueJS, Apollo GraphQL and Neo4J
Training CNNs on reduced MNIST dataset (MNIST with only few samples per class)
Template repository containing exercises for developing backend systems in Java. This was used for the component-based software development course at HTW-Berlin in winter 2020/21 and summer 2021.
Code for a ImageNet data loader for Tensorflow. It downloads the ImageNet dataset (if not available) and creates a Tensorflow dataset object for further usage.
Notebooks about machine learning basics
Notebooks about machine learning basics with Tensorflow
Analysed more than 300.000 lyrics from MetroLyric
Code for running a MLFlow docker container with nginx authentication.
NewsCrawler is a Python library for crawling online newspaper articles. It has a minimal interface to insure maximum productivity with minimal work.
Newsgen is a web application for generating German newspaper articles. The entire stack consists of a React frontend and several Scala Play services.
Complete pipeline for crawling online newspaper article. The articles are stored to MongoDB. The whole pipeline is dockerized, thus the user does not need to worry about dependencies. Additionally, docker-compose is available to increase the useability for the user.
A GitHub action that pushes the latest changes from one repository to another.
Implementation of Recurrent Attention Model which was described in the Paper Recurrent Visual Attention in Tensorflow 1.X and 2.X
A recurrent neural network implemented with numpy and python3
A tool for visualizing semantic segmentation datasets
Spring Boot service example with docker, docker-compose & postgresql
Spring Boot Example for a RabbitMQ publisher
About me
Python package for detecting streets
Code for deploying a street detection network as a microservice with TFServing.
Implementation of different GANs with the Tensorflow Keras API
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent