Update README.md

README.md

@@ -7,4 +7,22 @@ sdk: static
 pinned: false
 ---
 
-Edit this `README.md` markdown file to author your organization card.
+# About Us
+
+We are the Unit of Process Control and Informatics at the School of Chemical Engineering, NTUA. Our work focuses on machine learning tools for scientific and regulatory applications.
+
+# Projects
+
+- Jaqpot: A platform for uploading and deploying predictive models. Supports ONNX, Scikit-learn, and PyTorch Geometric models. Used for chemical safety and property prediction.
+- Pyrosage: A project focused on designing safer chemicals using QSAR data for toxicity, mutagenicity, and environmental safety.
+- QSAR Toolbox Integration: Python tools for accessing the QSAR Toolbox to fill data gaps in toxicity prediction.
+
+# Technologies
+
+- ONNX
+- Scikit-learn
+- PyTorch
+- Spring Boot / Next.js
+- Keycloak for user and role management
+
+We share models, datasets, and tools aimed at reproducibility and openness in computational science.