Rümeysa Ahsen Çiçek — I build AI systems that work with real operations.

Industrial AI · Client delivery

Owned the AI engine of a working MES, from live customer machine data to explainable operator decisions.

• Built Kafka and FastAPI pipelines, validation and state handling for live machine signals.
• Developed the XGBoost fault model, SHAP and DLIME explanations, and a local Llama 3.1 assistant.
• Delivered the working system; SCADA screen integration was the next team step after handoff.

Computer vision · Edge deployment

Compared medical-image models and moved the selected pipeline toward mobile deployment.

• Benchmarked CNN and ViT architectures on the 33-class DIBaS dataset.
• Prepared ONNX Runtime, CoreML and TorchScript paths and built an Android companion app.
• Joined TÜBİTAK BiGG CUBE with teammates; the application was shortlisted.