🧪🧠⚙️🚀 End-to-end MLOps framework for chemical engineering models.
🧪 – chemical engineering data 🧠 – intelligent ML models ⚙️ – automated pipelines and infrastructure 🚀 – deployment, scalability, and production-readiness
- ETL pipeline for experimental and simulated thermo/control data
- Model training with MLflow tracking
- FastAPI inference service
- Dockerfile for containerized deployment
- GitHub Actions for CI/CD
python -m venv .venv && . .venv/Scripts/activate
pip install -r requirements.txt
uvicorn inference.api:app --reload