My work revolves around the theme of Joy of Living. To me, Joy of Living meant building and developing solutions that sat at the intersection of advanced technology and betterment of society. It also meant ensuring that humans live with dignity, identity and overall fulfillment. I have completed 5 competencies around the theme of joy of living mainly :
Talent
Entrepreneurship
Multicultural
Interdisciplinary
Social Consciousness
Python
C/C++
Java
Javascript
HTML
CSS
MATLAB
R
Geometric & Topological Machine Learning (TDA, Persistent Homology)
Representation Learning for Structured Data (Graphs, Adjacency Matrices)
Knowledge Distillation (Structure-Guided / Teacher–Student Models)
Anomaly Detection in Scientific & Aerospace Systems
Graph Neural Networks (GNNs) & Geometric Deep Learning
Computer Vision (CNNs, ResNet, Feature Extraction Pipelines)
Model Robustness & Adversarial Evaluation (FGSM, Noise Analysis)
Conformal Prediction & Reliability Modeling
Time-Series & Windowed Temporal Modeling (Multi-Stage Pipelines)
PyTorch-Based Deep Learning System Development
AR/VR Based Applications