My Projects

Below are some of the projects I've worked on, showcasing my expertise across various areas of computing. Please note that I cannot share code from enterprise projects due to confidentiality agreements.

AI Cybersecurity IDS

CNN-based intrusion detection system processing 5K+ events/hr with 95% accuracy.

Technologies:

  • Python
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Pandas
  • Numpy

Robotic Predictive Maintenance

ML pipeline predicting equipment failures with 80% accuracy.

Technologies:

  • Python
  • Scikit-learn
  • Pandas
  • Matplotlib
  • Airflow

AI Inventory Optimization

Reduced costs by 25% via ML optimization.

Technologies:

  • Python
  • SQL
  • Pandas
  • Numpy
  • React

AI Trading Platform

Reinforcement learning–based trading strategy achieving 10% higher ROI than S&P 500 baseline.

Technologies:

  • Python
  • PyTorch
  • Pandas
  • Numpy
  • Reinforcement Learning

Cybersecurity Tools

Developed LAN port scanner and ML-powered packet analyzer.

Technologies:

  • Python
  • Scapy
  • Nmap
  • Scikit-learn