Projects

Pulse-Mind

Developed a real-time ML pipeline for cardiac rhythm analysis with deterministic control integration.

GeoCodeX

Designed a deterministic offline geospatial encoding framework with AI-assisted hotspot detection and real-time distributed synchronization for disaster response.

DeepLense Scientific ML Pipeline

Built the DeepLense GSoC 2026 Evaluation pipeline with ResNet classification, EDSR super-resolution, physics-guided PINN learning, and MAE foundation modeling for strong gravitational lensing.

Deforestation Analysis

Implemented SVM-based deforestation trend modeling using PCA and hyperparameter optimization.

Global Pollution and Energy Recovery

Engineered-feature regression and clustering on global pollution data delivered high predictive accuracy with R2 = 0.89.