About me
Hello, I'm Karmel.
Based in Berlin. German B1 and still learning.
I own AI features end to end: model research, embedding search, APIs, deployment and evaluation.
I build machine learning and LLM systems that run in production, not in notebooks. I translate what is technically feasible into what a business actually needs, and I shipped one of the first GPT-3 conversational products in Berlin's cultural sector.
Outside client work I build my own products (HostHive, Go, QSwapie, Hands Up) and I have made interactive AI art for an artist's online gallery.
Education
- 2021 to 2026
M.Sc. Artificial IntelligenceThesis in progress
An-Najah National University, Palestine - 2025
Computer Science, summer semester
Hasso Plattner Institute, Potsdam - 2018 to 2022
B.Sc. Computer and Information Sciences
Bethlehem University, Palestine
What I work with
AI and ML
- PyTorch
- TensorFlow
- scikit-learn
- Transformers · multimodal
- CLIP fine-tuning
- Embeddings · vector search
- Evaluation · error analysis
LLMs and agents
- OpenAI GPT
- Anthropic Claude
- Google Gemini
- RAG
- Tool calling
- Agentic pipelines
Engineering
- Python
- FastAPI
- REST APIs
- Docker
- Kubernetes
- GitHub Actions
- PostgreSQL
- React
- TypeScript
Languages
- ArabicNative
- HebrewUpper intermediate (Dalet)
- EnglishFluent
- GermanB1
- KoreanBasic
Free time
- Martial arts
- Swimming
- Hiking
- Hackathons
CV
The full story, on paper. I send it personally, so just ask.
Request my CVLet's talk
- Emailhello@karmelsalah.com
- GitHubgithub.com/karmelyoei