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πŸ›‘οΈ
Researching Cyber Defense & Threat Intelligence
πŸ›‘οΈ
Researching Cyber Defense & Threat Intelligence

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umairs759/README.md

πŸ›‘οΈ Executive Summary & Engineering Philosophy

I am a BS Cyber Security undergraduate at the University of Central Punjab (UCP) operating at the intersection of defensive cybersecurity, enterprise endpoint telemetry, and AI systems architecture.

My approach centers on AI-Assisted Architecture & Rapid Prototyping: I formulate system logic, threat models, database schemas, and integration pipelines, leveraging advanced AI developer copilots to co-write code, containerize environments, and bridge APIs. This methodology allows me to bypass repetitive boilerplate and directly dissect real-world system mechanics, SOC alert workflows, and full-stack cloud orchestration.

  • πŸŽ“ Academic Base: BS Cyber Security, University of Central Punjab (UCP), Lahore
  • 🌐 Ecosystem Leadership: Microsoft Learn Student Ambassador (MLSA) β€” Community Influencer Track
  • πŸ€– Development Model: Prompt-Driven Architecture & AI Co-Creation β€” Designing system constraints and threat definitions while collaborating with LLMs for implementation
  • πŸ”’ Core Disciplines: Linux active defense, OWASP Web Security Labs (PortSwigger & TryHackMe), Python backend architecture, and SQL data security
  • 🎯 Target Milestone: Microsoft DP-800 Certification (Scheduled: December 31, 2026)

βš™οΈ Featured Production & Research Prototypes

πŸ’‘ Engineering Disclosure: To maintain absolute transparency for recruiters and collaborators, the symbol πŸ€– AI-Assisted Architecture identifies systems where high-level system design, threat models, and API orchestration were architected by me and implemented in collaboration with generative AI coding engines.

Repository & System Core Objective & Architecture Tech Stack Build Paradigm
πŸ›‘οΈ vixor-autonomous-cyber-intel Autonomous SOC intelligence engine, vulnerability scanning daemon, and real-time security dashboard FastAPI β€’ Celery β€’ Redis β€’ OWASP ZAP β€’ Docker πŸ€– AI-Assisted Architecture
🧠 CyberGPT Defensive cybersecurity AI copilot prototype for SOC triage, attack vector breakdown, and incident response drills NVIDIA NIM β€’ Python β€’ Vercel β€’ FastAPI πŸ€– AI-Assisted Architecture
πŸ” ghost-data-auditor Autonomous GDPR deletion audit agent and enterprise console inspecting residual data and compliance leaks Python β€’ NVIDIA NIM API β€’ Data Pipelines β€’ AsyncIO πŸ€– AI-Assisted Architecture
⚑ auto-incident-responder Real-time Linux endpoint telemetry daemon with automated process isolation and MITRE ATT&CK containment Python β€’ FastAPI β€’ WebSockets β€’ Docker πŸ€– AI-Assisted Architecture
🎨 HIGGSFIELD-AI-OPEN-SOURCE Multi-provider generative AI studio (Text-to-Image, Cinematic Video, Lip Sync) with client-side BYOK security Next.js β€’ NVIDIA NIM β€’ Kie.ai β€’ Replicate β€’ Tailwind πŸ€– AI-Assisted Architecture
πŸ”’ Zero-Trace Zero-dependency, 100% client-side in-browser metadata and EXIF scrubbing engine ensuring strict user privacy JavaScript β€’ HTML5 Canvas β€’ Web APIs Native Vanilla Build ⚑
☁️ SecOps-AI Automated cloud configuration and DevSecOps compliance auditor engineered for Gen AI Academy APAC Edition Google Cloud Run β€’ Gemini API β€’ Firebase β€’ Firestore πŸ€– AI-Assisted Architecture

Inspect all 30+ experimental modules and repositories: github.com/umairs759?tab=repositories


🧭 Technical Competencies & AI-Integrated Workflows

Technical Domain Practical Capabilities AI-Integrated Methodology
Cyber Defense & Telemetry Endpoint event auditing, Linux system hardening, network packet triage, and OWASP vulnerability labs Generating custom telemetry parsers, deciphering complex threat logs, and constructing SOC playbooks
AI Systems & Orchestration Multi-model routing, prompt engineering, BYOK credential handling, and containerized AI microservices Architecting multi-engine failover platforms utilizing NVIDIA NIM, Groq, and Gemini Flash
Data Governance & SQL Relational data structuring, T-SQL scripting, RBAC access control, and GDPR deletion compliance Structuring automated data sanitization logic and preparing for enterprise database administration (DP-800)
Cloud & Deployment Microservice containerization, environment secrets isolation, and serverless hosting Orchestrating end-to-end continuous deployment with Docker, Google Cloud Run, and Vercel

πŸ… Certifications & Professional Credentials

Credential Issuing Body Domain Focus Verification
Cloud Security & Monitoring Tasks Microsoft Applied Skills Azure security baselines, alert monitoring, IAM governance Verified 🟒
Foundations of Cybersecurity Google (Coursera) Security frameworks (NIST, CIA triad), SIEM, threat intel, asset defense Verified 🟒
Cybersecurity Job Simulation Deloitte (Forage) Corporate network defense, packet inspection, log investigation & triage Completed 🟒
DP-800: SQL Data & Governance Microsoft Certified Relational database administration, T-SQL querying, RBAC & data security Target: Dec 31, 2026 🎯

πŸ† Honors, Competitions & Milestones

  • 🌐 Microsoft Learn Student Ambassador (MLSA): Selected and onboarded under the Community Influencer Track.
  • ☁️ Gen AI Academy APAC Edition: Engineered & submitted SecOps-AI (automated cloud compliance auditor).
  • πŸŽ–οΈ Grade 2A Placement: Alibaba Cloud AI Hackathon Pakistan.
  • 🌐 Top 20% Global Rank: International Research Olympiad (IRO).
  • πŸ›‘οΈ 85/100 Aptitude Score: Bano Qabil 2.0 Cyber Security Assessment.
  • πŸ§ͺ Hands-on Labs Practice: Active student practitioner on PortSwigger Web Security Academy & TryHackMe.

πŸŒƒ Contribution City

3D contribution city

πŸ“Š GitHub Activity & Metrics

GitHub stats GitHub streak
Top languages

Connect - Portfolio, LinkedIn, Email



⚑ Initiate Secure Handshake // Let's Connect & Collaborate

Seeking collaborations in defensive security research, AI orchestration prototypes, student technical communities, or open-source tools.


🎯 Focus & Learning Areas πŸ“‘ Telemetry & SLA 🀝 Direct Signal Uplink
β€’ Cybersecurity & Web Security Labs
β€’ AI-Assisted Rapid Prototyping
β€’ Cloud, SQL & Student Tech Communities
Status

Response
β€’ πŸ“© Direct Dispatch (Email)
β€’ πŸ’Ό Professional Network (LinkedIn)
β€’ 🌐 Production Hub (Portfolio)

Email Β  LinkedIn Β  Portfolio


Profile views
πŸ›‘οΈ System Telemetry: Encrypted & Operational

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