Have a look at my GitHub
Forward Backward Splitting
The Forward Backward Splitting Method is a Numerical Optimization procedure which iteratively goes a step into the direction of the gradient and into something called Proximal Operator
I implemented this Algorithm for my Course “Numerical Optimization”
Chatbot
When Meta newly released the Llama2 I wanted to gain a bit deeper experience will LLMs. Therefore I decided to build my own Chatbot.
I devided this Project into two Parts. One was the hosting of the Llama2-7b-chat-hf version and building an API to access it. The other was to build the actual Chatbot accessing this API
Pixel Inpainting
This Project marks my first Hands on experience with frameworks like PyTorch and Tensorflow and has arisen from a University Course
In this Course all Students collectively created a Dataset consisting of 40.000 Images. Each Student then had to create a personal Model usually CNNs to predict missing Pixel values
RoomControl
Between two semesters, I worked on a project to create an indoor positioning system based on Bluetooth Low Energy (BLE) sensors. The system utilized multiple BLE sensors and an intelligent heart that employed machine learning and AI methods to determine the location of a user.
Throughout the project, I encountered various challenges, such as designing an accurate BLE sensor network and developing effective machine learning and AI algorithms. However, I was able to overcome these challenges through extensive research and experimentation.
Music Recommender
Between two semesters, I worked on a project to create an indoor positioning system based on Bluetooth Low Energy (BLE) sensors. The system utilized multiple BLE sensors and an intelligent heart that employed machine learning and AI methods to determine the location of a user.
Throughout the project, I encountered various challenges, such as designing an accurate BLE sensor network and developing effective machine learning and AI algorithms. However, I was able to overcome these challenges through extensive research and experimentation.
Bird Call Classifier
Between two semesters, I worked on a project to create an indoor positioning system based on Bluetooth Low Energy (BLE) sensors. The system utilized multiple BLE sensors and an intelligent heart that employed machine learning and AI methods to determine the location of a user.
Throughout the project, I encountered various challenges, such as designing an accurate BLE sensor network and developing effective machine learning and AI algorithms. However, I was able to overcome these challenges through extensive research and experimentation.
News Crawler + Data Analysis
This Project marks my first experience with Python. I found it to be immensely helpful working on a Project when learning a Programming Language. Consequently this Project helped me to solidify my knowledge