Hi 👋 I'm Sobhan Alizadeh
Building Production AI Systems from Data to Deployment
🚀 About Me
I’m passionate about building intelligent systems that solve real-world problems.
My focus is on designing scalable AI applications—from robust data pipelines and machine learning models to production-ready MLOps infrastructure.
Currently, I’m deepening my expertise in:
- 🤖 Machine Learning
- 📊 Data Engineering
- 📡 Kafka
- 🐳 Docker & Kubernetes
- ☁️ Cloud & MLOps
🔭 Current Focus
- Building scalable ETL & ELT pipelines
- Production-ready Retrieval-Augmented Generation (RAG)
- Deploying ML models with Docker & Kubernetes
- Real-time AI systems using Kafka
- MLOps with MLflow & Kubeflow
“Great AI doesn’t start with models. It starts with great data.”
🌐 Connect with Me
🛠 Tech Stack
Languages
Data Engineering
AI / Machine Learning
🤗 Hugging Face • XGBoost • OpenCV
Backend
MLOps & DevOps
Cloud
🌟 Featured Projects
🧠 RAG Banking Assistant
Production-ready Retrieval-Augmented Generation system for banking question answering.
Highlights
- 🔹 FastAPI REST API
- 🔹 Streamlit UI
- 🔹 Chroma Vector Database
- 🔹 OpenRouter LLM
- 🔹 Docker Compose
- 🔹 MLflow
- 🔹 Unit Testing
- 🔹 Evaluation with RAGAS
🔗 **Live Demo** https://sobhanalizadeh.github.io/Rag_Banking_Assistance/
🔗 Repository https://github.com/sobhanalizadeh/Rag_Banking_Assistance —
🛡️ Fraud Detection Platform
Production-ready end-to-end machine learning platform for real-time fraud detection with a complete MLOps workflow, model monitoring, explainability, and interactive dashboard.
Highlights
- 🔹 End-to-End Machine Learning Pipeline
- 🔹 FastAPI REST API
- 🔹 Real-time Fraud Prediction
- 🔹 Feature Engineering Pipeline
- 🔹 Model Explainability (SHAP)
- 🔹 MLflow Experiment Tracking
- 🔹 Docker & Docker Compose
- 🔹 Prometheus & Grafana Monitoring
- 🔹 PostgreSQL Database
- 🔹 Interactive Dashboard
- 🔹 CI/CD with GitHub Actions
- 🔹 Production-ready Architecture
🔗 Live Demo
https://sobhanalizadeh.github.io/Fraud-Detection-Platform/
🔗 Repository
https://github.com/sobhanalizadeh/Fraud-Detection-Platform
📊 GitHub Stats
🔥 GitHub Streak
📈 Contribution Activity
🐍 Contribution Snake
Built with ❤️ by Sobhan Alizadeh