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followers: 13.0 following: 13.0 repos: 39.0 gists: 4.0

Name: Sören Erichsen

Type: User

Company: @nyonicai

Location: Berlin

Hi there 👋

I am a professional software developer, currently located in Berlin, Germany. I am interested in learning🌱 new skills, new technologies🤖 and new programming languages👾 where ever I can. I am also fascinated by Machine Learning, which I first got in touch with back in 2016. Since 2019 I am working as a Machine Learning Engineer in the Automotive and Consulting industry. In my free time I am working on a variety of different fun projects.

Here you can see👀 my portfolio:

2017

Three.js Demos

2020

Rock Paper Scissor Classification
- A image based classification app that uses AWS Sagemaker as an inference backend.
Machine Learning Part of the Rock Paper Scissor Classification Project
- Codebase for training and fine tuning a MobileNet_V2 based image classification model for the Rock Paper Scissor Project
SpotFoxx App
- A native Java based Android app that uses the Spotify Remote API, the Google Maps APi and Firebase to link Spotify Songs and Playlists with real world locations.

2021

Point Cloud Labeling Tool
- A Point Cloud Labeling Tool that runs inside of the Browser. It has been written in JavaScript, uses Node Express as a Backend and Three.js as a 3D rendering Library. Point Cloud data can be accessed via a AWS S3 interface.
3D-MiniNet-TF2
- A Tensorflow 2.4 portet version of the official 3D-Mini-Net Paper. The architecture achieves state of the art mIoU results on popular benchmarks such as semanticKITTI for semantic segmentation of Point Cloud data.
Design Patterns
- This Repository contains a variety of different design patterns, documented using python examples.

2022

How to become a Linux PowerUser
- This Repo contains a list of useful tools, plugins, shortcuts or workflows that make my life as a software developer and Linux advocate much easier.
WafflePod - A podcast commenting app
- This Repo contains my latest Android app project, that allows you to add comments to Podcasts in Spotify.
Carryly - A tool that makes ... easier
- This Repo will contain all CAD files as well as the corresponding patent, once it has been approved.

2024

DKB Transaction Analysis
- This project contains a tool that queries and analyses your past DKB transactions via the reverse engineered DKB API.

Sören Erichsen's Projects

3d-computer-vision

This Repo is more like a backup for my 3D Computer Vision Class at the Technical University Hamburg.

3d-mininet-tf2

This repository contains a TensorFlow 2.1.3 compatible 3D-MiniNet version

adventofcode2020

Advent of Code: https://adventofcode.com/2020/about

astrovim_config

autonomous-rc-car

This Repo is about an autonomous driving RC Car. The RC Car Hardware has been replaced with a Raspberry Pi. The CNN was made with TensorFlow (Keras). The CNN was trained in the AWS cloud. Due to the limited computational power of the RPi, the CNN is running on my computer and not on the RPi

carryly

This repository contains all my CAD data as well as documentation content from my box carry tool project.

chemcrow-public

Chemcrow

cifar-10

This Repo contains the well documented convolutional neural network architecure form tensorflow tutorials, which gets trained on the CIFAR-10 dataset.

comma10k

10k crowdsourced images for training segnets

cppnd-memory-management-chatbot

cppnd-route-planning-project

cppnd-system-monitor

Udacity c++ project

design_implementation_software_systems

This Repo is more like a backup for my Java Class Lab Projects.

design_patterns

Contains a bunch of design patterns, documented with python examples

digital-image-analysis

This Repo is more like a backup for my Digital Image Analysis Class. It contains most of the exercises of that class.

dkb-transaction-analysis

A tool that queries and analyses your past DKB transactions via a reverse engineered DKB API.

dotconfig

This repo is a backup of my config files (vimrc and zshrc)

first-tf-android-app

This Repo contains an android app which is using TensoFlow. The usage of TF is not defined jet. It will probably just aply a GradientDescentOptimizer on a mathematic function.

git_tutorial

This repo is just a dummy repo for a git tutorial, that I created.

google-sheet-as-db

This Repo is a short tutorial on how to use the Google API Service combined with Python, to use Google sheets as a Database for your projects.

hf_coding_challenge

HF Home assignment

how-to-become-a-linux-poweruser

This Repo contains a list of useful tools, plugins, shortcuts or workflows that make my life as a software developer and Linux advocate much easier. Please do not take the title too serious and feel free to add useful stuff as well.

image-classification-app

This repository contains my Rock Paper Scissor Classification App Project. It has been programmed using Kotlin and it uses AWS Sagemaker as a backend service to perform inference.