Software Developer · BSc Computer Science (ZHAW) · E-Health · AI/ML
I build software at an E-Health company and explore AI/ML in my spare time — from medical chat systems and computer vision to LLM applications. BSc in Computer Science from ZHAW School of Engineering.
| Project | Description | Tech |
|---|---|---|
| med-gemma | Medical AI chat — an alternative GPT solution for E-Health | Ollama · Chainlit · PyTorch |
| A-Medical-AI-Chat | Medical AI chat with HuggingFace models | Ollama · Chainlit · HuggingFace |
| breast-cancer-cnn | Breast cancer recognition with convolutional neural networks | PyTorch CNN |
| malaria-cnn | Malaria detection via computer vision | PyTorch CNN |
| Project | Description | Tech |
|---|---|---|
| LLMs-from-scratch | Building a ChatGPT-like LLM step by step | PyTorch |
| vllm-gradio-chat | Spec-aware coding assistant | Gradio · vLLM |
| llama-server | Llama 3 inference server via MLX pipeline | Flask · MLX |
| gpt-oss-20b | Chat interface using GPT-OSS-20B | Streamlit · Ollama |
| tools-chat | Llama 3.1 chat with web search & REPL tools | LangChain · Python |
| llm_engineering | Mastering LLM Engineering — course projects | Jupyter · Python |
| deepseek-summary | Summarization app using DeepSeek API | HTML · DeepSeek |
| chatgpt-finetune | Fine-tuning ChatGPT models | Jupyter · OpenAI |
| Project | Description | Tech |
|---|---|---|
| react-native-frontend | Cats & Dogs classifier — mobile app | React Native · TypeScript |
| flask-backend | Cats & Dogs classifier — inference backend | Flask · Python |
| react-webapp-frontend | Cats & Dogs classifier — web app | React · TypeScript |
| animal_vehicle_classification | Animal vs. vehicle image classification | Jupyter · ML |
| Project | Description | Tech |
|---|---|---|
| linreg-pytorch | Linear regression with numerical target prediction | PyTorch |
| regression-xgboost | Car price prediction | XGBoost |
| iris-ann | Iris classification ANN deployed as Flask app | TensorFlow · Flask |
| linreg02 | Keras ANN regression deployed on Render | Keras · Flask |
| defog_sqlcoder2 | Local SQL generation from natural language | HuggingFace LLM |
| Project | Description | Tech |
|---|---|---|
| python-audio-translator | Real-time speech translation to a target language | Python · Speech Recognition |
| speech-to-structure | Convert speech to structured data | GPT-OSS-20 · Whisper |
| ai-diagnosis | Speech-to-structure for medical diagnosis | OpenAI API |
