> whoami --verbose

_Identity Matrix

Shiv Shankar Singh Profile Snapshot

HOST: Shiv Shankar Singh

CLASS: Atmospheric Scientist // Mountaineer // Photographer

ENV: Active Research Loop // High-Altitude Field Operations

EPOCH: Since Matrix Initialization // Current Epoch: 2026

// Executive Summary

I operate at the intersection of mathematical physics and deep neural networks. My daily routine (if I am not climbing mountains) involves structuring kilometer-scale models to simulate how massive weather fronts collapse into sudden extreme incidents across complex high-altitude topography.

But a digital twin cannot exist entirely on algorithms. The logic driving my simulations was forged in actual freezing air, most notably during a solo-focused physical progression that culminated in standing on the summit of Mt. K2. I use photography to map out these extreme interfaces, bringing raw mountain textures back into clean terminal screens.

I am currently working on a hybrid framework that combines physics-guided models with deep learning architectures to predict extreme weather events in high-altitude regions. This involves integrating in-situ data from field stations with advanced computational models, aiming to enhance the accuracy and reliability of forecasts in challenging terrains.

// Operating Domains

[Computational Lab]WeCLiMb Research Group // ORNL DoD US Government
[Thin-Air Coordinates]Karakoram Ridge Lines // Mt. K2 Summit Clearances
[Visual Diagnostics]High-Altitude Landscape Photography // Narrative Logs

// System Specifications

> Core Languages: Python (xarray, pandas), MATLAB, R, FORTRAN, TypeScript

> Architectures: CNN-LSTMs, U-Net Variants

> Cluster Access: OLCF Compute Allocation (Frontier/Andes Arrays)

> Web Operations: Next.js App Router, Tailwind CSS Engine