Hello, my name is

Qubit

I'm a Security & Cloud Architect & HomeLab Enthusiast

Sharing my journey in cloud automation, security, AI, and hands-on homelab projects crafted with passion and driven by results that deliver tangible value for personal and organizational growth.

Siri, Solutions Architect at NetxBytes
  • 6 + Years of Experience
  • 143+ Completed Projects
Security Architect

Portfolio

From Concept to Creation, Building with Precision and Passion.
Zero Trust
Zscaler Unauthenticated Traffic Deployment

Deployed Zscaler to secure unauthenticated traffic, enhancing visibility, enforcing access controls, and reducing risk across enterprise networks.

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Security Operation Center
Security Operations Center Deployment

Architected and deployed SOC solutions, integrating SIEM, SOAR, and threat intelligence platforms to enhance detection, response, and continuous monitoring capabilities.

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Endpoint Detection & Response
Endpoint EDR Coverage Reconciliation

Identified unmanaged servers and workstations lacking EDR, ensuring full coverage and improved endpoint security across the enterprise environment.

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Portfolio

Current Initiatives

my Research & Developement
AI RAG
AI RAG Architecture
In view

Designing and implementing AI RAG with Ollama and OpenWebUI, ensuring scalability, high availability, robust security, and reliability.

Voice Interaction System
Text-to-Speech & Speech-to-Text
In Progress

Engineering a voice interaction solution enabling accurate text-to-speech and speech-to-text conversions for real-time communication and transcription.

AI-Driven Security Workflow Automation
Workflow Automation
2025 - Present

Building automated workflows using N8N, Airtable, Slack, and integrated with SIEM, ElasticSearch, TheHive, AWS, and Azure platforms..

HomeLab Automation Modernization
CI/CD Integration
Cont. Improvement

Leveraging Ansible, Terraform, GitLab, and Docker to modernize my HomeLab infrastructure, automating deployment, management, and CI/CD pipelines.

Current Initiatives

Latest Blog

Step-by-step insights into how I build, automate, and secure modern systems
05 July 2026
RAG: Traditional vs. Agentic RAG

Vector search solved retrieval. It never solved reasoning. This is the architectural case for planning, tool use, memory, verification loops, and guardra...

29 June 2026
The Future of AI-Driven Autonomous Systems

"Autonomous things is becoming a common term describing technical advancements that are projected to bring computers into the physical world as autonomo...

12 December 2025
Running GPU-Accelerated LLMs on Proxmox with LXC

Run OpenWebUI + Ollama with full GPU acceleration on LXC. Introduction Running large language models locally is no longer a novelty, it’s a strategic dec...

13 December 2024
Understanding the Cloud Security Stack

Introduction As organizations accelerate their cloud adoption, securing cloud environments becomes increasingly complex. The cloud security stack is desig...

13 December 2024
Scalable Serverless Speech-to-Text Pipeline

Introduction Speech-to-text technology is a cornerstone for modern applications in education, healthcare, and media. By combining AWS serverless services ...

23 June 2024
How to Fix Delta In-Flight WiFi Issues on Linux

Troubleshooting and fixing Delta airlines in-flight WiFi page can’t be reached issue The Issue: No Captive Portal on Delta WiFi Summer 2024. I was on an ...

Blog

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