Hi, my name is
Robin Borth.
I create powerful models.l
I'm a machine learning engineer specializing in developing end-to-end solutions. Currently, I'm focused on building reliable, complex and innovative sulutions in NLP.
[01]
About Me.
My Story
Since I was fifteen I start programming, this I'm coding over half an decade. In this time I get in touch with a lot of different technologies, people and other stuff. I learned a lot since then and it was fun. I have completed my bachelor's degree in computer science in early 2022.
My Life
I'm currently studing Data Engineering and Data Analytics at TUM. I as a Machine Learning Engineer at Valition GmbH.
My Goals
Enjoying the beauty of machine learning and software engineering and learning along the way. My dream is to build a startup in that direction, where I can combine my knowledge from different areas.
[02]
The Skills I've Learned.
Always walk through life as if you have something new to learn and you will.
I developed core skills which can be devided into four groups. And each of them is either a skill I learned but I use other stuff (HOLD), a skill that I currently learn (TRIAL) and skills that I use on a daily base (CORE).
I
Frontend.
I learned web language like typescript, html, css. I also did allot of stuff in React and deploy them in netlify. Frontend is builtiful!
II
Backend.
Writing APIs and complex backends is something I realy enjoy. I love building backend with Python, and also try to learn differnt frameworks and librarys there.
III
Tools.
When it comes to tooling I'm in. I love to optimize my workflows and the experience when I develop things.
IV
Machine Learning.
Building machine learning end-to-end solutions is aloway fun. There are so many different areas that needs to be discovered. Currently I'm digging into NLP - what a wunderful world to be alive!
[03]
Some Things I’ve Built.
Bachelor Thesis
Causal Graph & Model Based Diagnosis
We scraped online documantation of Ardupilo Forum to generate a knowledge based Causal Graph.Learn More
[1]Python
[4]Docker
[5]React
[6]Numpy
[8]Django
[12]SpaCy
Bachelor Thesis
Causality Annotator
To create a powerful model for the bachelor thesis I’ve developed an NLP annotation tool. This is perfectly tailed to the task of labeling multile cause effect pairs. With this tool it was an ease to label over fivehundred sentences.Learn More
[2]FastAPI
[7]TypeScript
[10]Matplotlib
[11]PyTorch
[15]Plotly
Frontend
Personal Website
To create a powerful model for the bachelor thesis I’ve developed an NLP annotation tool. This is perfectly tailed to the task of labeling multile cause effect pairs. With this tool it was an ease!Learn More
[6]Numpy
[7]TypeScript
[8]Django
[9]TensorFlow
[10]Matplotlib
[11]PyTorch
[12]SpaCy
[04]
My Thoughts To Share.
Software Enginieering
Causality Annotator.
We scraped online documantation of Ardupilo Forum to generate a knowledge based Causal Graph. To do so we utilize NLP techniques, based on Dependency Patterns. We used the Graph to make Model Based Diagnosis (MBD).Learn More
Machine Learning
Causal Graph & Model Based Diagnosis.
We scraped online documantation of Ardupilo Forum to generate a knowledge based Causal Graph. To do so we utilize NLP techniques, based on Dependency Patterns. We used the Graph to make Model Based Diagnosis (MBD).Learn More
Machine Learning
Causal Graph & Model Based Diagnosis.
We scraped online documantation of Ardupilo Forum to generate a knowledge based Causal Graph. To do so we utilize NLP techniques, based on Dependency Patterns. We used the Graph to make Model Based Diagnosis (MBD).Learn More
Natural Language Processing
NLP Stockprice Prediction.
We scraped online documantation of Ardupilo Forum to generate a knowledge based Causal Graph. To do so we utilize NLP techniques, based on Dependency Patterns. We used the Graph to make Model Based Diagnosis (MBD).Learn More
Get In Touch
Although I’m not currently looking for any new opportunities, my inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!