Hi 👋 I'm Mert Saruhan
Senior ML / AI Engineer • LLMs • Agentic AI • MLOps
I'm a Machine Learning & AI Engineer building production-ready AI systems from data pipelines to enterprise LLM deployments.
My work focuses on Agentic AI, Retrieval-Augmented Generation (RAG), LLM Infrastructure, Computer Vision, and Time-Series Forecasting.
Currently Working on:
🤖 Local AI Home Agent
Self-hosted AI assistant harness to improve Home Assistant
Features
- Web Search with Searxng
- RAG
- Voice Commands
- Email Automation
- Calendar
- Home Network Knowledge Base
🛠 AI Stack
Languages
Python • TypeScript • JavaScript • Julia • SQL • Bash
LLM Ecosystem
LangChain • LangGraph • HuggingFace • Transformers • Ollama • ChromaDB • pgvector • FastMCP • NLTK
AI / ML
PyTorch • Scikit-Learn • LightGBM • YOLO • OCR • Tesseract
Cloud & MLOps
Docker • Kubernetes • MLflow • LangFuse • Azure AI Foundry • GCP • Linux • Nginx • FastAPI
📫 Connect