Dallan Jones
workflow automation · long-running pipelines · AI service integration
I help turn complicated business processes into automatic systems. Most of my work has been on big platforms that help teams work together in real-time, automate payments, and manage data. Since 2024, I've also built my own products under Amity Results, including a software platform I own and built completely. I care about what happens behind the scenes as much as what it shows you, because that's where the real time savings come from.
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 capabilities I bring to product teams, each tied to work that shipped and a problem it changed for someone.
Workflow automation
Turn repeated, manual processes into dependable workflows. A safety instructor no longer has to translate aloud over the same training video in every class.
Read howAI service integration
Connect transcription, translation and language models to real product workflows — with source-grounded timestamps, reviewable outputs and recovery when an external service fails.
Read howResilient background processing
Design long-running pipelines that can retry, resume and clean up after themselves. Upload, transcode, transcribe, translate and encode can each fail without losing the whole job.
Read howModernizing live systems
Add new capabilities without interrupting the people already using the system. A platform serving 2,000+ dealerships gained recording, AI transcription and searchable compliance records.
Read howWhy this work matters
The point is not another dashboard or an AI badge. It is software that removes repeated effort, behaves predictably when something fails and gives people an output they can actually use.
Less work gets repeated
Automation should remove a recurring task, not move it into a different screen. The result is time returned to the people doing the actual work.
Failures stay manageable
Retries, audit trails and explicit recovery paths keep a failed service or abandoned browser session from becoming an operational emergency.
AI produces usable output
AI matters when it is grounded in source material, placed inside an existing workflow and designed so a person can verify what it produced.
A reusable lesson instead of a repeated translation
A safety instructor was translating aloud while her English training videos played for Vietnamese-speaking students. Amity Results turns the same source video into transcribed, translated and permanently subtitled material. She can teach the class instead of performing the same translation again, and the finished lesson can be reused.
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.
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