Subhan Chaudry

Subhan Chaudry

Senior Cloud Engineer

Oracle New York, NY

Applied AI/ML · LLMs & agentic systems · Cloud infrastructure

Subhan Chaudry designs and deploys AI on Oracle Cloud Infrastructure: agentic workflows, LLM orchestration, and the systems that move models into production.

Education

  • M.S. Artificial Intelligence The University of Texas at Austin
  • B.B.A. Business Administration University of Michigan — Ross School of Business
  • B.S. Computer Science University of Michigan

Selected — Featured

  1. 2026 · Cloud · Machine Learning

    Predicting Workload Instability in Cloud VMs

    Rather than react to CPU thresholds after they're crossed, this project models VM telemetry to predict spikes before they happen, forecasting whether a cloud VM will exceed 85% CPU within 15 minutes. A Random Forest reached 99.66% accuracy, and SHAP analysis identified short-term workload momentum as the dominant signal.

    • 99.66% Accuracy
    • 0.9999 ROC AUC
    • 0.964 F1

  2. 2025 · Medical Imaging · Deep Learning

    Improved Pneumothorax Classification using DCGAN Augmentation

    A DCGAN synthesizes pneumothorax chest X-rays to balance a scarce SIIM dataset, and a ResNet-18 classifier is fine-tuned on the augmented data, reaching 98.6% accuracy and a perfect ROC-AUC. Grad-CAM and t-SNE confirm the model learned real clinical features.

    • 98.60% Train Accuracy
    • 1.000 ROC AUC

All work →