DevOps
CI/CD pipelines, release safety, and automation practices for fast and stable delivery.
Building reliable scaleable cloud systems.
Navin Nepal here, focused on DevOps, SRE, and backend architecture across AWS, Kubernetes, Terraform, and Python services.
Cloud Engineering
AWS infrastructure design with Terraform, load balancing, observability, and cost-aware scaling.
Backend Systems
FastAPI and Django services built for maintainability, performance, and clean operational workflows.
Featured Projects
See allSRE and Reliability / 2025
Rule-Based Self-Healing Kubernetes Infrastructure
Automated failure detection and remediation on Kubernetes using metrics-driven recovery loops and Python-based control services.
- Kubernetes
- Prometheus
- Grafana
- Python
Publication and Research / 2025
Wavelet-Driven Neural Super-Resolution for Real-Time Rendering
Wavelet-based neural super-resolution research with Fourier-Mapped INR, temporal features, and BRDF-aware decomposition; achieved PSNR 36.8 dB, LPIPS 0.059, SSIM 0.960.
- PyTorch
- Neural Rendering
- INR
- Wavelets
AI and Healthcare / 2025
Early Diagnosis and Prognosis of Alzheimer’s Disease from Longitudinal MRI
3D CNN-based longitudinal modeling for sMCI vs pMCI with explainable AI; reached 88% accuracy and macro F1-score of 0.88.
- PyTorch
- 3D CNN
- Medical Imaging
- Grad-CAM++
Blog
View blogPDF / 2026-03-17
Nepal VPS Showdown 2026
WorldLink, Subisu, and AWS compared from a practical DevOps view: speed, agility, latency, and cost for teams in Nepal.
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