Steven Seagondollar
TECHNOLOGY | MULTIMEDIA | DEVELOPMENT | LEADERSHIP
Comprehensive Solutions Require A Comprehensive Professional
Clarity to Optimization
I map out complex environments—technical, operational, or creative—transforming underdeveloped environments. No matter if my role is ideally applying a cemented operating procedure, a role requiring the invention of operating procedures, or an entire organization needing it's operations streamlined, I strategically integrate both proven and bleeding-edge technology to boost efficiency and quality diversely in "hands-on," "subject matter expert," and "leadership" capacities.
Full Context Solutions
My fundamental drive is to 'eliminate abstraction' and architect clear, full-context solutions that target root causes. True innovation stems from a profound understanding of the 'why' something is the way it is. This commitment to clarity guides every strategy and system I build. What you understand, can't hurt you.
No Gimmicks
I build things to last and perform. That means using the right tools for the job – whether it's a proven, rock-solid method or a fresh resource of experimental AI. I jump on every new trend, especially if a new technology offers a clear advantage and can truly improve an outcome, but I'm only all in for production deployment after I've carefully vetted it. Every solution I deliver is built with an eye on maintainability and reliability, and it goes through key checks to make sure it’s polished, strong, and does exactly what it needs to do, safely.
Professional Biography
In 2005, I was given a demo disk for Battlefield 2, a PC based first-person shooter game, it sparked everything of who I am today, and its impact can't be credited enough. I went from reverse-engineering the game's code to bypass demo restrictions, to building custom mods that would cause system crashing, to deep-dive hardware and software optimizations to prevent crashes stretching limited resources, to ultimately obtaining resources to build my first PC. Which marketing my PC, resulted in dozens of contract PC builds for friends, family, and small businesses (often providing long-term MSP-level services). I also filmed commercials of the mods, and sharing them resulted in a small following leading to the founding a gaming and networking group called Squad 426. This group later semi-outgrew gaming and became travel/event focused, with me photo/video documenting good times with an ever-increasing orchestra of gear, personnel, and scale. Pushing resources to their limits, deconstructing systems, optimizing processes, troubleshooting failures, diversely creating media, and leading communities—became my diverse norm. I've continued to expand in every direction for years; except now my learning and process building is now supercharged by AI, allowing me to dive deep into new subjects and deliver impactful results faster and higher quality than ever.
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Operations & Process Engineering
I specialize in transforming business operations from bottlenecked to streamlined, leveraging strategic process engineering and the power of Artificial Intelligence. My goal is to build intelligent and adaptive.
Operational Excellence
Designing scalable operational frameworks and optimizing complex workflows.
Team Leadership
Building, mentoring, and leading high-performing global remote teams effectively.
Strategic AI Integration
Roadmapping AI adoption and developing custom agents to solve real business problems.
Advanced AI Techniques
Leveraging large LLM context windows with curated datasets for high-fidelity context-aware AI.
Model Context Protocol
Applying MCP principles for sophisticated and reliable AI interactions with APIs.
Project Management
Implementing and adapting project management methodologies (Agile, Kanban).
IT Infrastructure & Cybersecurity
A robust and secure IT infrastructure is paramount. I deliver expert IT management, strategic consulting, and foundational cybersecurity guidance to ensure your technology empowers your objectives.
IT Support & Consulting
Comprehensive IT support & MSP-style consulting across multi-OS environments.
Custom PC Building
Designing and building high-performance custom PCs for specialized professional needs.
Cloud Architecture
Architecting robust networks while managing cloud platform migrations and administration.
Cybersecurity Strategy
Applying cybersecurity strategy using NIST RMF/CSF awareness and practical OSINT techniques.
Cloud Administration
Cloud platform administration & strategic migration (Google Workspace, M365, Zoho).
Full-Stack Development
Actively deepening Full-Stack expertise to build comprehensive AI-integrated web applications.
Media Production
My passion for technology is matched by my dedication to creative excellence. I blend artistic vision with deep technical skill to produce compelling digital media that tells your story and captivates your audience.
Professional Photography
Capturing event, automotive, portrait, and commercial work with a 'Surreal yet real' style.
Dynamic Videography
Delivering full 'Studio quality, guerrilla velocity' production for VLOGs, promos, and events.
Media Management
Offering visual branding consultation and mastery of high-volume DSM.
AI-Augmented Production
Utilizing advanced AI tools for sophisticated editing, culling, and enhancement workflows.
Advanced Post Production
Mastering professional NLEs, advanced color grading, and stabilization techniques.
Visual Branding
Translating core visions into compelling digital narratives through visual communication.
Innovation in Action
The following projects highlight my approach

Identifying core challenges, architecting innovative solutions, and delivering measurable value. Each represents a dive into a specific domain, leveraging technology and strategy to achieve impactful results.
Startup Leadership
Problem
A rapidly scaling tech company (+450% ARR) was facing significant operational strain due to a lack of scalable foundations.
Solution
As the Operations Lead, I helped architected and built the entire global Operations department (Support, Revenue, Security) from scratch. This involved implementing hundreds of SOPs, robust KPIs, and spearheading the company-wide adoption of AI for unprecedented efficiency.
Impact
Enabled sustained hyper-growth, recovered millions in revenue monthly through re-engineered processes, and built a high-performing, resilient global remote team.
Community Leadership
Problem
Talented online gamers and creatives lacked a cohesive structure to connect, collaborate, and grow their skills in the real world.
Solution
I founded and led Squad 426 for 14 years, evolving it from a 7-person gaming clan into a 55+ member creative and social collective.
Impact
The group became a vital support network and an incubator for leadership and media production skills that have lasted a lifetime.
Entrepreneurial Leadership
Problem
Staying at the absolute cutting edge requires a dedicated space for real-world experimentation with new technologies and workflows.
Solution
I founded DropShock Digital LLC as my personal "innovation sandbox" to test bleeding-edge tools and collaborate with skilled contractors.
Impact
DSD directly accelerates my expertise by providing a platform for hands-on application, feeding battle-tested strategies back into any primary role.
CAG+MCP AI Agents
Problem
Standard AI chatbots lack the deep context and connectivity to perform complex, multi-step business tasks reliably and securely.
Solution
I architect and build advanced AI agents and automated systems by integrating powerful models like Anthropic's Claude with robust workflow tools. My approach centers on Context-Augmented Generation (CAG), meticulously curating vast, domain-specific datasets and providing them to Claude as "Artifacts" to ensure high-fidelity, deeply informed responses.
Impact
This creates AI agents capable of nuanced reasoning for tasks like intelligent communication management or specialized knowledge retrieval. I then connect these AI "brains" to action platforms like n8n (for self-hosted, complex workflows) or Zapier (for rapid, reliable cloud integrations), and leverage Model Context Protocol (MCP) principles for both local and remote data interactions, resulting in powerful, secure, and highly efficient automated business systems.
LMTokenCook
Problem
LLM web interface prompt length limitations acting as a bottleneck in complex AI Context-Augmented Generation workflows.
Solution
LMTokenCook, a Python tool I built to intelligently prepare and manage large textsets, optimizing them as token dumps to bypass prompt window limits.
Impact
Accelerates AI CAG usage, saves on unreasonable token costs, and improves model performance by ensuring high-quality, contextually rich data input.
PhotoPackager
Problem
Time-consuming and error-prone manual file organization for professional photography projects.
Solution
PhotoPackager, a Python application I designed to automate the structuring, renaming, and packaging of photography files for efficient client delivery and archival.
Impact
Significantly streamlines post-production workflows, reduces manual labor, and ensures consistent, professional deliverables for creative projects.
WhipScript Transcriber
(In Development)
Problem
Needing fast, accurate, and secure transcriptions of audio/video files without relying solely on cloud-based services.
Solution
WhipScript, a Python-based program that processes media files locally, offering transcription via OpenAI's Whisper API or a local Whisper installation for full privacy.
Impact
Dramatically accelerates the conversion of spoken content into usable text.
SeaGPT AI Portfolio
(In Development)
Problem
Traditional static portfolios fail to convey the deep context and interconnectedness of a multifaceted professional journey, often leaving visitors with an incomplete picture of one's true capabilities.
Solution
Conceptualizing and developing an advanced personal portfolio website that leverages Context-Augmented Generation (CAG). This AI-driven platform will function as an intelligent agent, capable of providing visitors with deeply contextual and interactive insights based on the entirety of my professional and project history.
Impact
This project will serve as a practical, living demonstration of my Full-Stack development and AI engineering skills, transforming a standard portfolio into an intelligent, evolving representation of my expertise and thinking, offering a uniquely comprehensive experience to anyone seeking to understand my capabilities.
MediaMind
(In Development)
Problem
Standard media libraries are passive collections of files. Searching relies on basic metadata, leaving the rich context within your photos, videos, and recordings completely untapped and inaccessible.
Solution
MediaMind is my vision for a revolutionary media organizer. It's an AI-powered system designed to perform deep, contextual analysis of your entire media archive, understanding not just file names, but the content, conversations, and events within. It then structures this understanding to allow for unprecedented interaction with Large Language Models.
Not being patch program, this SAAS product transforms a static archive into a dynamic, intelligent knowledge base. Imagine asking your media library complex questions in natural language and receiving detailed, specific answers drawn from the content of thousands of files. MediaMind represents a bleeding-edge approach to AI-media interaction, offering a level of detail and contextual awareness that is unparalleled on the market.
Media Portfolio
A showcase of visual storytelling with a technical edge.

My creative work aims for an 'authentic yet surreal' visual impact, blending artistic vision with deep technical precision. This selection highlights projects across diverse genres—from high-energy automotive shoots and intimate portraits to dynamic event coverage and commercial product photography—each crafted to captivate and tell a compelling story.
Cinematic Showcasing
"Throw the Keys Away"
A short cinematic film exploring the emotional connection between driver and machine through narrative-driven automotive videography.
This project showcases my approach to visual storytelling with:
  • Meticulous attention to mood and pacing
  • High-production value on accessible equipment
  • Pioneering camera techniques using custom-mounted DJI Pocket 2 systems
  • Implementation of rolling shots before they became industry standard
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Event Coverage
"2021 Born4Fast 3rd Annual Toy Drive"
This video captures the vibrant energy and community spirit of the 2021 Born4Fast charity car show, an event proudly benefiting Shriners Children's Hospital.
This project demonstrates my ability to:
  • Execute high-energy videography in crowded, live event spaces
  • Highlight a diverse range of subjects while maintaining a cohesive narrative
  • Balance fast-paced action with detailed shots of key moments
  • Effectively convey the positive atmosphere of a community-focused gathering
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High-Volume Photography
"Persistence"
This timelapse video documents my meticulous, hands-on photo editing process in Adobe Lightroom, offering a transparent look at the craftsmanship and attention to detail involved in traditional post-production.
This project highlights my foundational skills in:
  • Advanced color theory and image manipulation
  • Precise, manual adjustments for professional-grade results
  • The detailed workflow that underpins my current AI-enhanced processes
  • A commitment to patience and quality in creative execution
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Live Concerts
"Top Whiskey Live Performance"
This video captures the raw energy and stage presence of a live musical performance by the band Top Whiskey. The objective was to create an immersive viewing experience that translates the excitement of a live concert into a compelling digital format.
This project showcases my ability to:
  • Film effectively in challenging, dynamic, and low-light concert environments
  • Capture multiple angles and perspectives to create an engaging edit
  • Focus on key performance details and candid artist moments
  • Synchronize high-quality audio with video for a professional final product
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Photography Portfolio
Nearly two decades of professional photography across multiple genres, delivered with an 'authentic yet surreal' visual signature that balances technical precision with artistic vision.
Commercial & Product
Clean, impactful imagery for brands, advertising, and e-commerce with meticulous attention to detail.
Automotive
Dynamic rolling shots and detailed static features that capture the essence and energy of vehicles.
Events
Comprehensive coverage of corporate functions, concerts, and community gatherings with journalistic precision.
Portraits
Professional headshots, creative individual sessions, and family photography that reveal authentic character.
Validated Knowledge, Applied Strategically
My approach to knowledge isn't just accumulation; it's about mastering how to find critical information, discerning its relevance, and applying it effectively to achieve results. I build a strong foundational understanding, then leverage that to navigate complexity and make informed decisions—enough insight for decisive action, without being paralyzed by over-analysis.
Key Certifications (Demonstrating Foundational & Applied Knowledge):
  • Google Professional Certificates: Cybersecurity Professional, Project Management Professional, IT Professional, AI Essentials.
  • Mimo Certified: Python Developer, Python AI Development, HTML & CSS (demonstrating hands-on coding skills).
Platform & Methodological Application:
Practical experience implementing and adapting various project management methodologies (Agile, Kanban) using a range of collaborative platforms to drive efficiency in professional operational settings.
Current Learning Focus (Commitment to the Cutting Edge):
  • "Actively deepening Full-Stack Development (Mimo Career Path: JavaScript, React, TypeScript, Docker) & AI Engineering expertise (exploring PyTorch, TensorFlow, and advanced Context-Augmented/Retrieval-Augmented Generation applications)."
  • "Constantly engaging with the bleeding edge of AI (including Model Context Protocol advancements), cybersecurity, and cloud-native architectures through dedicated research, hands-on experimentation, and a commitment to translating new knowledge into practical solutions."
Endorsed by Colleagues & Leaders
All recommendations originally shared via LinkedIn
Michael Kaparos | DevSecOps & Threat Research
Former Direct Report at a Cybersecurity Data Firm
"Architect of our team... early champion for practical AI. Steven wasn't just a manager; he was the architect of our team and many foundational processes... His mentorship was invaluable... a clear vision for operational efficiency..."
Alex Ronquillo | Former Manager
Cybersecurity Data Firm
"Natural problem-solver... created stability in complex grounds. Steven excelled at managing change... His ability to stay calm under pressure... was something we relied on... a natural problem-solver who doesn't shy away from getting hands-on..."
Cody Kenneth | InspireLogic
Professional Collaborator
"Accomplished system builder... His foresight is exceptional. I have watched Steven advance... to an accomplished system builder... His ability to meet with clients and map out a system based on current and future needs is renowned."
Hanna Frank | Cybersecurity Strategist
Former Colleague at a Cybersecurity Data Firm
"Exceptional work ethic... extraordinary problem-solving skills... a strong advocate for continuous learning and technological advancement, impressing others with his expertise in AI and cutting-edge tools."
Ed Gibbs | VP of Research
Former Colleague at a Cybersecurity Data Firm
"Ability to elaborate on ideas... clear and concise manner is remarkable. His attention to detail and unwavering commitment to delivering the best outcome amazed me."
Let's Make It Happen.
If you're seeking a strategic partner to navigate complex technology, drive operational excellence with practical AI, or craft digital experiences that truly resonate, I'm ready to listen. Let's explore how my unique blend of expertise can contribute to your success.
DropShock Digital
Looking forward to connecting and exploring how we can build something impactful together.