Protein Experiment Control & Data System
==================
A hands-on project on control and Data system integration with tech stack of 

* Python (FastAPI, aiokafka)
* Kafka
* Chart.js
* Docker
* Machine Learning (PyTorch / simple model)
* Neo4j (still an issue)

### Features
- Simulated experimental protein signals (angle, intensity) as process variables

- Integrated EPICS-style PVs to mimic hardware-level control interfaces

- Built a Kafka-based streaming pipeline for real-time data flow

- Applied a machine learning model for anomaly detection on incoming signals

- Designed a FastAPI + WebSocket service to process and distribute data

- Implemented a live dashboard for real-time monitoring and visualization

[Code](https://github.com/SalmaKazemiRashed/Protein_control_data_system)