Hi 👋! I am Lukas.

@lukasstoll

I am a master student in digital processes and technologies.
I am very interested in analysing data and applying machine learning to it in order to improve the business processes.

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About Me

My introduction
I am Lukas Stoll. I come from Stuttgart and am currently completing my Master's degree. Due to my enthusiastic nature in the data-driven world, I have a lot of fun implementing new data analytics and machine learning tasks. I am open to everything and give 110% at all times.

I am very interested in the area of data analytics and then rounding off these analyses with machine learning. I even have skills and fun with UI/UX design and web development with React.

Download CV

I am currently studying for a Master of Science (M.Sc.) in Digital Processes and Technologies. I am currently writing my Master's thesis at @AEB SE. The aim of this thesis is to support and replace manual business processes in the logistics environment with the help of machine learning. Furthermore, I wrote my bachelor's thesis on a recommender system. I implemented it with the help of TensorFlow. This recommender system works on the basis of the Neural Collaborative Filtering (NeuMF) model.

Still, I have already designed KPIs which are used to measure customer perception of networked services, app and web applications - developing a quality dashboard for real-time visualisation of the performance of digital services.


Would you like me to tell you more about me and my experiences? Then get in touch with me .

Projects

Most recent work
Inside Airbnb is a data analytics project. There, data from the Airbnb booking platform was analysed with Python. Through the analysis, many questions could be answered and a subsequent price prediction could be made. For example, the maximum profit for the host can be calculated.

Inside Airbnb

Analysis of Inside Airbnb data with machine learning to predict prices
Demo

A real-time capable chat platform was developed based on React.js in the frontend and Node.js in the backend. A websocket was used as the key technology. Users can register and log in. One of the most important features was security. The user can request a new chat, and users are randomly thrown into a chat room and can get to know each other.

Real-time chat

Real-time chat platform where new friends can be made and various games can be played within the chat.
A demo can be requested by e-mail.

Design and implementation of a Telegram bot. This bot can accept and respond to various commands. Furthermore, GraphQL was used to query various data that is appended to the response.

Telegram Bot

Design and implementation of a Telegram bot. This bot can accept and respond to various commands. Furthermore, GraphQL was used to query various data that is appended to the response.

Design and implementation of a Telegram bot. This bot can accept and respond to various commands. Furthermore, GraphQL was used to query various data that is appended to the response.

Payment system

Development of a secure and uncomplicated payment system within an app for the use of exemplary festivals.

I have a number of projects that I have already worked on. Whether it's Data Analytics, Machine Learning, Deep Learning, Python, Java, Web Development, React, UI/UX Design, Powerpoint - I give my full effort in each area and even more. I can tell you about my greatest projects and tell you what makes me tick and what I enjoy doing.

Coming soon

More projects are currently being implemented and as soon as they are live they will be shown here.

Skills

Where my passion lies

Data Analytics Data Science

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Data Analytics
Data Science

  • Machine Learning

  • Python

  • Pandas

  • TensorFlow

  • Sckit-Learn

  • Qlik Sense

  • (No)SQL

Frontend
UI/UX

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Frontend
UI/UX

  • User Interface

  • React

  • Node.js

  • Angular

  • GraphQL

  • Adobe XD

  • Figma

Further
Skills

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Further
Skills

  • Business Process Management

  • Automation solutions

  • CI/CD

  • Docker

  • Kubernetes

Contact me for questions or tasks

If you have interesting tasks, or just questions let me know.