My name is Philipp. I have a B. Sc. in Mathematics and am a big software engineering entusiast that loves to explore numerical and statistical methods to solve problems.
My most recent projects are
- learn-dis/learn-dis: a distributed training service for ML models. Originally a research project to test the feasibility of FedAvg on private training data provided by external remote clients.
- philsupertramp/factory: a generative AI service that bundles wide-spread Text-To-Image, Text-To-Text, Text-To-Speech and Speech-Recognition tasks. It's constantly getting updates and it's for sure worth a look!
Until 2021 my main focus in software development was to build useful tools for WebDev and everything involved in it.
Ranging from an educational course in
- 🐋 philsupertramp/docker a "3 day" course on how to use docker
To usability tools like a helper/wrapper script around docker-compose
- 🐋 philsupertramp/docr a docker-compose utility script
An API testing framework
- 🤖 philsupertramp/chain-smoker a testing tool to record and execute (mainly REST-API) smoke tests.
And many many extensions for Django (a python web framework)
- 🐮 Django tools: philsupertramp/django-data-migration a decoupled migration system exclusively for data transformations and philsupertramp/dj-migration-test a django library assisting to write unit tests for data migrations.
Apart from this, I've also published my starter repository for TeX Projects
- 🗎 philsupertramp/tex-starter a LaTeX starter project, to jump-start a large tex document
and I am the proud author of
- 🔭 philsupertramp/game-math a math library for game developers, which includes a load of mathematical helpers to do all sorts of things, including several Machine Learning algorithms too and the beginning of a symbolic math extension.
There is much more to discover in my repositories, give em a look you won't regret it 😉
- ✍️ You can contact me via Mail or other social channels listed in my profile
Check out my contributions on other platforms, like HuggingFace 🤗
https://philipp-zettl-my-heatmap.static.hf.space
- 👨🏫 Early 2022 I wrote my Thesis with the topic: "Machine Learning Methods for Localiazation and Classification of Insects in Images" and plan to build a more advanced guideline for object detection / image classification tasks.
- 🧑🏫 In summer 2023 I taught an introductory class to Machine Learning at Berliner Hochschule für Technik (BHT)
Fundamentals of Agents Hugging Face |
The LLM Course: Fine-Tuning Hugging Face |
LLM Post Training: Supervised Fine-tuning Hugging Face |
LLM Post Training: Preference Alignment Hugging Face |
LLM Post Training: Vision Language Models Hugging Face |