Dallan Jones
workflow automation · long-running pipelines · AI service integration
I turn manual, error-prone business processes into systems that run without anyone tending them. Most of that work has been enterprise platforms — real-time collaborative claims tools, payment integrations, and data pipelines that eliminated manual upkeep for teams across 2,000+ dealerships. Since 2024 it has also meant building my own products under Amity Results, including a SaaS media platform I own outright and built end to end. I care as much about what happens behind a system as what it shows you, because that's where the time savings actually live.
Where I've worked
Founder & Full-Stack Developer — Amity Results
Founded and built a SaaS media platform that transcribes, translates and subtitles instructional video — my own product, owned outright from architecture through deployment.
Full-Stack Developer — Fabled Solutions
Extended a legacy F&I platform used by 2,000+ dealerships — real-time collaborative editing, a role-based claims dashboard, and an automated XML/SOAP sync pipeline.
Junior Full-Stack Developer — Fabled Solutions
Built a U.S. Bank Virtual Card payment integration, external REST APIs for insurance partner onboarding, and a multi-dealership vehicle purchasing workflow.
Coding Bootcamp Mentor — Juno College
Mentored students one-on-one through coursework, debugging and refactoring, and reviewed their projects for code quality and maintainability.
What I do, and what it changed
Four things I'm good at, each with the thing it actually changed for someone. Every one of these is written up in full.
Workflow automation
A safety instructor used to translate aloud over her own training videos, every session, in every class. She doesn't any more — the subtitles are burned into the video, and the cost stopped scaling with the number of classes.
Read howLong-running asynchronous pipelines
Upload, transcode, transcribe, translate, encode — five stages, each minutes long, each able to die halfway with files already on disk. Built so a failure at any stage leaves no orphaned files, no partial rows, and a log entry you can diagnose from.
Read howAuthorization and real-time systems
Found a privilege escalation that let a contributor seize a subfolder and lock its owner out — by using the application, before any user hit it. Fixed the confusion underneath rather than patching the symptom.
Read howMaking legacy systems carry new weight
An enterprise F&I platform serving 2,000+ dealerships gained screen recording, AI transcription and searchable compliance records — and a claims dashboard that lost 600ms of page load along the way.
Read howAmity Results
A media platform that transcribes, translates and burns subtitles into instructional video — speaker diarization, AI-generated chapters and summaries, transcript search, folder sharing, and subtitle, burned-in video and PDF export. Designed, built and deployed solo, and the only product here I own outright.
Let's talk.
Whether it's a role, a contract, or just a technical problem you'd like a second opinion on — send a message and I'll get back to you directly.
Desktop ready. Terminal available.
