Cloud-Native Scalable Weather Platform
Production-grade cloud-native weather platform on AWS with ALB traffic distribution, event-driven processing, and automated CI/CD.
AWS EC2ALBECRS3SQSTerraformDockerGitHub Actions
Projects
Projects & publications
Infrastructure, backend, and research work. Filter by area below.
Publication · arXiv:2508.16024
Wavelet-Driven Neural Super-Resolution for Real-Time Rendering
- Researched and implemented a wavelet-based neural super-resolution method for rendered frame quality enhancement.
- Developed a Fourier-Mapped INR module for high-frequency detail reconstruction in real-time rendering.
- Designed a feature extraction pipeline using HR G-buffers, temporal frames, and BRDF-based lighting decomposition.
- Achieved PSNR: 36.8 dB, LPIPS: 0.059, and SSIM: 0.960, outperforming other SR methods.
- Currently in review at Computers and Graphics journal with arXiv preprint available.
Rule-Based Self-Healing Kubernetes Infrastructure
Automated failure detection and remediation on Kubernetes using metrics-driven recovery loops and Python-based control services.
KubernetesPrometheusGrafanaPython
DataBridges: Backend and Data Analysis
Dataset exploration platform with FastAPI integration of external data sources and EDA workflows for GIS-oriented use cases.
FastAPIPandasPostgreSQLExternal APIs
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.
PyTorchNeural RenderingINRWavelets
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.
PyTorch3D CNNMedical ImagingGrad-CAM++
AgroCare AI
Plant disease detection and advisory platform using ResNet-101 with LLM-backed treatment suggestions; achieved 81% test accuracy.
PyTorchOpenCVStreamlitLLM
Algorithm Visualizer
Real-time visualization of sorting and searching algorithms with configurable maze and array parameters in a cross-platform C++ app.
C++SFMLCMake
Fabric Flow
Real-time 2D cloth simulation using Verlet integration and constraint physics with user interactions and multithreaded performance optimizations.
PythonPyOpenGLPygameNumPyMultithreading