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jjf3/README.md

๐Ÿ‘จโ€๐Ÿ’ป Software Engineer | Infrastructure Architect | Data Scientist

Full-stack developer with 6+ years building scalable applications and 12+ years in Linux system engineering. Currently transitioning from infrastructure architecture to software development, bringing deep technical expertise and a unique perspective on digital community dynamics.


๐Ÿš€ Core Technical Skills

Frontend Development

  • โš›๏ธ React - Component-based UI development
  • ๐ŸŸจ JavaScript / ๐Ÿ”ท TypeScript - Modern ES6+ and type-safe development
  • ๐Ÿ“ฑ Responsive Design - Mobile-first, cross-platform compatibility
  • ๐ŸŽจ Modern CSS - Flexbox, Grid, CSS-in-JS, Sass/SCSS

Backend Development

  • ๐ŸŸข Node.js - Server-side JavaScript, Express.js
  • ๐Ÿ Python - Django, Flask, data processing
  • ๐Ÿ”— RESTful APIs - API design, documentation, versioning
  • ๐Ÿ—๏ธ Microservices - Distributed system architecture

Infrastructure & DevOps

  • ๐Ÿง Linux Administration - System configuration, performance tuning
  • ๐Ÿณ Docker - Containerization, multi-stage builds
  • ๐Ÿ”„ CI/CD Pipelines - Automated testing, deployment workflows
  • โ˜๏ธ Cloud Architecture - Scalable system design, monitoring

Data & AI

  • ๐Ÿ—„๏ธ SQL Optimization - Query performance, database design
  • ๐Ÿ“Š Data Modeling - Relational and NoSQL database structures
  • ๐Ÿค– AI Integration - GPT-4, Claude API implementation
  • ๐Ÿ” Content Analysis - Intelligent data processing and insights

๐ŸŽฏ Featured Projects

๐Ÿ›๏ธ RewindOS A Cultural Intelligence Data-Layer Platform

RewindOS turns pop culture into verifiable data, replacing rumor, AI slop, and hype with transparent analysis. RewindOS measures culture with data, not vibes.

Tech Stack: Python, Excel, Wordpress
Features: White papers, Cultural analysis, and controversey tracking Impact: Quantifying different media signals and their impacts.

๐Ÿ” Security Research Tools

Ethical security analysis focused on threat intelligence and community protection

Tech Stack: Python, Linux, Docker, RESTful APIs
Focus: Responsible disclosure practices, automated threat detection
Impact: Enhanced community safety through proactive security measures

Focus Areas: Television Data Journalism, developer tools, community platforms
Philosophy: Bridging technical solutions with cultural impact


๐Ÿ›๏ธ Unique Value Proposition

I understand both the technical and human sides of digital communities. My background spans from ROM preservation and reverse engineering to enterprise Linux architecture, giving me insight into how communities form around technology and how to build platforms that truly serve their needs.

This perspective drives me to:

  • โœจ Design user experiences that reflect real community workflows
  • ๐Ÿ”ง Build robust systems that can handle organic, unpredictable growth
  • โš–๏ธ Prioritize both technical excellence and cultural sensitivity
  • ๐ŸŒฑ Create sustainable solutions for long-term digital preservation

๐Ÿ“ˆ Professional Evolution

Timeline Role & Focus Key Achievements
2025 Software Engineering Transition Leveraging infrastructure expertise in application development
2012-2024 IT Services & Linux Engineering Scaled from field technician to infrastructure architect
2012 Bachelor's in Information Systems Formal foundation for self-directed technical exploration
2001-Present Digital Community Research Deep engagement with online communities and preservation

๐ŸŒŸ What I Bring to Progressive Tech Companies

๐Ÿง  Systems Thinking
Infrastructure background provides deep understanding of scalable architecture

๐Ÿ‘ฅ Community-First Development
User research grounded in decades of community observation

๐Ÿ”ง Technical Versatility
Comfortable across the full stack with strong Linux/DevOps foundation

๐ŸŒ Cultural Awareness
Understanding of digital communities, online dynamics, and preservation ethics

๐Ÿ’ก Innovation Mindset
Approach problems by understanding historical context and community needs


๐Ÿ”ฎ Looking Forward

I am currently building RewindOS a cultural analytics platform that cuts through hype to measure what media actually does, not what people claim it means.

๐Ÿ’ญ Philosophy

"Technology should serve communities, not the other way around. From sci-fi forums to gaming communities, I've seen how media creates lasting bonds between people. I build platforms that honor these connections - preserving digital culture while empowering the communities that create it."


๐Ÿ“ซ Let's Connect

๐Ÿค Available for open source and paid collaborations for television data projects
๐ŸŽค Interested in speaking about digital community dynamics and preservation ethics

LinkedIn Email Portfolio

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  1. mediacore mediacore Public

    MediaCore is a comprehensive, self-hosted media management solution that combines automated content acquisition with robust IPTV/DVR capabilities.

    5 1

  2. prehistoric-planet-of-all-time-analysis prehistoric-planet-of-all-time-analysis Public

    A Python mini-project analyzing how often Prehistoric Planet Ice Age uses the phrase "of all time".

    Python 1