School Projects

A custom rule-based AI diagnostic engine integrated with GNS3 for automated network fault detection and remediation.

• Targets OSPF and EIGRP routing failures in simulated topologies
• Knowledge base expands dynamically with each diagnostic run
• Improves fault identification accuracy over time
• Eliminates repetitive manual troubleshooting workflows

Instruments live HTTP traffic at the kernel level using eBPF kprobes and correlates TCP events with application latency.

• Hooks into tcp_v4_connect, tcp_sendmsg and tcp_recvmsg
• Correlates kernel TCP events to HTTP requests
• Decomposes latency across application and kernel layers
• Validated using Ubuntu VMs, GNS3 and Grafana

Integrated SIEM/SOAR platform proposal for 5G core architecture, reducing threat response time from hours to minutes.

• Centralized event correlation across AMF, SMF and UPF
• SOAR automation triggers MITRE FiGHT playbooks
• Supports IoT-scale deployments and slicing
• Reduces manual response times dramatically

Architected a HIPAA-aligned AWS cloud migration for a healthcare provider targeting high availability and compliance.

• Multi-AZ VPC architecture with public/private subnets
• RDS Multi-AZ, Route53 and CloudWatch monitoring
• IAM least privilege and encrypted storage
• Validated against AWS Well-Architected practices

Full-stack LAMP web application for creating and voting on polls with real-time result updates.

• Secure authentication with PHP sessions and bcrypt
• Live vote counts without refreshing the page
• Normalized MySQL schema with FK constraints
• Responsive UI with integrated Ottawa weather widget

Bare-metal ATmega328P system with LCD, 7-segment display, Morse code buzzer and interrupt-driven emergency stop.

• No Arduino libraries — direct register manipulation only
• Custom HD44780 LCD driver in 4-bit mode
• 74HC595 shift register manually bit-banged
• Interrupt-safe emergency stop with Timer1 ISR