Session: Active

Live Monitor

Real-time dashboard tracking engineering projects and cloud infrastructure hardening.

LATENCY: 14MS

SECURE: AES-256-GCM

rocket_launch

Featured Archive

security

2026

Securing MCP-Based LLM Apps

WORKFLOW

Request → Pre-call Validation → MCP Tool → Post-call Filtering → Safe Output.

CONTRIBUTIONS

Developed security controls for an MCP/FastMCP AI assistant.
Implemented pre-call and post-call validation to detect unsafe inputs and filter risky outputs.
Tested for prompt injection, XSS, SQL injection, secret leakage and suspicious API behaviour.
Contributed to testing, documentation and prototype development.

AI Security MCP Python API Implementation and Security Security Architecture Prompt Engineering

terminal View Repository

policy

2025

GenAI Policy Scanner

WORKFLOW

Policy Documents → Research and Categorisation → Structured Insights.

CONTRIBUTIONS

Researched and categorised GenAI policies from Australian and New Zealand universities.
Transformed complex policy documents into clear, structured and searchable information.
Utilised modern tooling and workflows to ensure maintainability and testability across the stack.
Contributed to prompt engineering, document analysis and application development.

AI Policy Rego NLP Node.js Vue.js

terminal View Repository

volunteer_activism

2024

Adelaide Charity & Community

SUMMARY

Developed a full-stack charity and community web application using Vue.js for the frontend and Express.js for the backend.

CONTRIBUTIONS

Built interactive user interfaces and RESTful API functionality to manage and display charity, organisation, event, and support-service information.
Integrated frontend and backend components, handled application data, tested core features, and collaborated with team members throughout development.
Utilised modern tooling and workflows to ensure maintainability and testability across the stack.

Vue.js Express.js JavaScript REST APIs Full-Stack Git Testing Team

link View Repository

target

Current Learning Path

Full-Stack Development & Cloud Architecture

Architecting scalable enterprise solutions using .NET and AWS. Focus is on building robust microservices, implementing event-driven architectures, and optimizing cloud infrastructure for high-availability full-stack applications.

#DOTNET-CORE

#AWS-SOLUTIONS

#SYSTEM-DESIGN

terminal

Active Stack

terminal
.NET / C#
v10.0
cloud
AWS
In-progress
web
Full-Stack Dev
Active
account_tree
COmpTIA Sec+
In-porgress

zsh — trinh_monitor@prod-cluster-01

# Session established at 2024-05-24 09:12:04 UTC

➜ dotnet build --configuration Release

Microsoft (R) Build Engine version 17.8.3

[SUCCESS] Build succeeded. 0 Warning(s), 0 Error(s)

➜ dotnet test ./tests/Core.Tests.csproj

Running unit tests for CloudArchitecture.Core...

[PASSED] 142 tests passed. Total time: 4.2s

➜ aws lambda update-function-code --function-name OrderProcessor

2024-05-24 10:05:12 | AWS_CLI | Uploading deployment package...

2024-05-24 10:05:45 | AWS_CLI | Function code updated successfully.

2024-05-24 10:06:01 | ALERT | CloudWatch: High latency detected on us-east-1

2024-05-24 10:06:15 | RECOVERY | Auto-scaling group triggered: +2 instances.

➜

analytics

Session Metrics

HARDENING PROGRESS 82%

Active Tasks 04

Vulnerabilities Patched 128

lan

Network Topology

REAL-TIME TRAFFIC VISUALIZATION

Edge-Node HEALTHY

Auth-Svc STABLE

Legacy-DB ISOLATED

Security Philosophy

Visibility is the first step toward security. By monitoring every layer of the stack in real-time, we ensure that zero-day vulnerabilities are mitigated before they reach the data layer.

visibility

OBSERVABILITY

verified_user

ATTESTATION

lock_reset

ROTATION

architecture

RESILIENCE