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

    Forecasts whether a cloud VM will exceed 85% CPU within 15 minutes using workload telemetry. A Random Forest achieved 0.964 F1, with SHAP analysis identifying recent CPU peaks as the strongest predictors.

    • 99.66% Accuracy
    • 0.9999 ROC AUC
    • 0.964 F1

  2. 2026 · Oracle Cloud · FinOps

    OCI Right-Sizer — Compute Rightsizing with Operator Control

    A Python CLI that turns OCI compute inventory and utilization telemetry into sizing recommendations and estimated cost differences. Operators review and approve changes, with live configuration checks before execution.

  3. 2025 · Medical Imaging · Deep Learning

    Improved Pneumothorax Classification using DCGAN Augmentation

    Explores DCGAN-generated chest X-rays for balancing SIIM training data. A fine-tuned ResNet-18 reached 98.6% training accuracy; Grad-CAM and t-SNE visualizations help inspect model attention and learned representations.

    • 98.60% Train Accuracy
    • 1.000 ROC AUC

All work →