Software and machine learning engineer. I build practical full-stack and AI solutions with strong foundations in reliability, support, and product delivery.
I build production-ready applications and reproducible ML systems. My work spans model development, data pipelines, web backends and frontends, and deployment automation. I prioritize clarity, reproducibility, and practical impact.
- Machine Learning & Deep Learning (modeling, evaluation, deployment)
- Full‑stack development (React, Node.js, Python APIs)
- MLOps & Cloud (Docker, Kubernetes, CI/CD)
- High‑performance computing (CUDA, C++) and quantum‑adjacent research
- Hii_Nen — AI full‑stack application: https://github.com/Miranics/Hii_Nen
- CardioVision — Medical ML research & demo: https://github.com/Miranics/CardioVision
- ML‑Cardiovascular‑Disease‑Risk‑Prediction — Jupyter research notebooks: https://github.com/Miranics/ML-Cardiovascular-Disease-Risk-Prediction
- ML_Multimodal‑User‑Auth‑System — Multimodal authentication pipeline: https://github.com/Miranics/ML_Multimodal-User-Auth-System
- Email: miraclembanaade@gmail.com
- Portfolio: https://miranics.github.io/portfolio-/