Cloud-Native Fraud Detection API — FastAPI inference service deployed on AWS EC2 with GitHub Actions CI/CD to AWS ECR, MLflow Model Registry integration, and Kubernetes manifests ready for EKS.
Ianua is a mobile platform that transforms personal environmental responsibility into an intuitive daily routine. By shifting away from abstract sustainability goals, Ianua turns complex ecological metrics into an accessible kg CO2ebaseline, giving users actionable nudges, scanner tools, and real-time utilities to lower their footprint one habit at a time.
Production ML Monitoring API — FastAPI, Docker, GitHub Actions CI/CD, custom statistical drift detection. Monitors deployed classifiers for data drift and model degradation in production.
Heart Disease Risk Pipeline — end-to-end ML system, Random Forest AUC=0.921, Recall=0.922. MLflow experiment tracking on DagsHub, live inference on Hugging Face Spaces, GitHub Actions CI/CD.
