lowluds
@lowluds- Lifetime tokens
- 66.6B
- Peak tokens
- 1.6B
- Longest streak
- 96 days
- Longest task
- 11h 9m
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- Fast Mode
- 4% of runs
- Most used reasoning
- High · 39%
- Skills explored
- 67
- Total skills used
- 734
This is the real secret of life: to be completely engaged with what you are doing in the here and now. And instead of calling it work, realize it is play.
I like figuring things out and making them useful. I build websites, explore software, and help people work through technical problems. There’s usually a project on the go and something new I’m learning.
AI portfolio guide
Ask about my experience, what I’m building, or the notes I’ve shared here.
This guide uses my public portfolio and information I’ve approved for it. Questions and recent replies are sent to OpenAI and may be used to improve its models. Please don’t share private information. Chats aren’t saved by this site.
About me & how I work
I’m happiest when I have something to learn or make. That might be a track in Ableton, a website, or an idea I’m trying with a local AI model. I enjoy learning programming, trying new software, and figuring out how it all works. When something goes wrong, I like working through it until I understand what’s happening. I tend to come back to things, try another approach, and see what I can improve.
Producing in Ableton, trying sounds, and finding tracks I keep coming back to.
Programming, local AI, and open-source projects.
Trying new software and working through the bits I don’t understand yet.

Do work
2 followers · 3 following · Toronto

How I work
A lot of my work starts with a conversation and a bit of investigating.
I ask questions, try to reproduce the problem, and keep notes on what I find. If it needs another team, I pass along what I’ve tried.
I explain what I’m seeing and what we can try. I want the person I’m helping to understand what’s happening too.
I test what I’ve changed, work through anything that comes up at launch, and come back to the project when it needs attention.
Sound & software
Creative tools for music makers | AbletonAbleton makes software, hardware and other creative tools for a global community of music makers.
I started in FL Studio and now produce in Ableton. I like figuring out how the software works, trying ideas, and coming back to a track until it feels right.
That’s part of how I work on websites and AI projects too. I keep learning, revisiting things, and making changes as I go.
I want to share more than finished tracks here: how a session comes together, what I try, and what I change along the way.
Space for session screenshots, sounds I’m working with, and notes on the choices behind a track.
Not shared yetSpace for templates and an explanation of how I use them in Ableton.
Not shared yetExperience
My background includes customer support, client websites, campus IT, and hands-on equipment work.
Connect on LinkedIn
Northbridge Studio2021–present

I work with businesses and creators on their websites, from planning and launch to later updates.
I help clients think through ideas, clarify priorities, and make a practical plan for their website or digital project. I explain the technical choices in plain language before we decide what to build.
I help clients get started, launch their website, and handle updates and support afterwards.
Investigate hosting, domain, form, and integration issues; test changes before and after launch.
Helping customers work through service and account problems, with follow-up when needed.
Handled approximately 15 to 20 customer cases daily across phone and chat, with scheduled outbound follow-up.
Helped customers get started, understand plans, bills, and service changes, and manage their account needs.
Worked through service, equipment, connectivity, billing, and account issues; documented findings and escalated complex cases.
Delivering mail and parcels and managing my own route.
Delivered mail and parcels with attention to accuracy, reliability, and customer needs.
Shipping, receiving, inventory, and customer inquiries.
Handled shipping, receiving, inventory, customer inquiries, and data entry using Microsoft Office and internal systems.
Helping students and staff with the tools they used every day.
Supported account access, sign-in, passwords, printers, workstations, and basic connectivity in person, by phone, and by email.
Set up and maintained student lab computers and routed more complex problems to the appropriate technical teams.
Equipment troubleshooting, service records, and clear repair-status updates.
Installed, maintained, and repaired production printers in response to service requests.
Monitored equipment availability and coordinated repair status and service records using Outlook, Excel, and internal systems.
Computer Programming coursework at Seneca College, 2020–2022. Coursework toward a Bachelor of Education at the University of Calgary, 2014–2016.
Selected projects
Some are client websites. Others are projects I started because I wanted to try something or learn how it works.
Software
What I’m working on now
I’m building a desktop app for working with AI models on local projects. I use Ollama to run models on my own machine. I want to talk through an idea, try changes, and come back to the conversation as the project develops.
My thoughts on ViCode
“Projects are never finished. They just reach a point where they’re ready to share.”
I’m fascinated by AI, and I want to understand what’s happening under the hood. ViCode gives me something to learn through: trying local models, working with open-source tools, and figuring things out by building.
I’m interested in running models on my own machine and seeing how they fit into an app. With ViCode, I get to explore how an application connects to a model, sends it context, and uses its responses.
These projects got me into Node.js and TypeScript. I like having something real to work on while I learn how an application is put together. Open source is part of what draws me in: being able to read the code, see how things work, and learn from other people’s projects.
Still in development. I’m learning as I build it.
What I’m exploring
I’m learning how these pieces work by building them into ViCode.
Ollama runs the local models I’m using with ViCode. I also use cloud AI tools and explore models shared on Hugging Face. I like trying different approaches and seeing what I can learn from each.
I’m working on browser integration, MCP connections, and reusable skills. MCP gives an AI app a common way to connect to tools; skills provide instructions for particular tasks. I want to understand how those pieces work together.
I think of an agent harness as the parts around the model that help it work inside an app: choosing context, connecting tools, checking permissions, and keeping the conversation. I’m interested in how those pieces affect what an agent can actually do. Changing the model is only one part of it.
I’d like to build a small tracer to see when an agent calls a tool, what comes back, and where something goes wrong. It’s also a way for me to learn TypeScript and Node.js by writing the pieces myself. I want AI to help with hints and review while I work through it.
These connections are work in progress. I’m learning, testing ideas, and bringing what I find back into ViCode.

Web projects
Journal
7 entries
No entries here yet.
I’m fascinated by AI. Building ViCode is a way for me to understand what’s happening under the hood.I’m interested in local models and open-source tools, and I wanted a project I could learn through. Working on ViCode has got me into Node.js and TypeScript, along with how an AI workflow fits together.
I keep coming back to it as I learn. Projects are never finished; they just reach a point where they’re ready to share.
An earlier redesign removed the city, information, and review sections. I brought those back, keeping the reviewed listings below the search and the clearer search labels.
I kept the section order in my notes so I could come back to those decisions later.
Saved project recordI moved away from borrowing another business’s photos. The current approach puts approved business photos first, with clearly illustrative fallback images when needed.
That policy has changed over time. The saved excerpts show the earlier correction and the later fallback rules.
Saved project recordI added a reset for each talent tree. It refunds the points in that tree and keeps the rest of the build. I also kept space reserved for the controls so the layout doesn’t jump when a tree is empty.
I checked the controls in the browser.
Saved project record
I’m learning to think about the artwork and the real interface together.The class-art prompt puts each character on the right and leaves the left side dark and clear. The site adds its own labels and icons over that space.
These are generated illustrations, separate from the real class icons and evidence about game mechanics.
Saved project recordFor Northbridge, the saved homepage direction was to make the website-review offer obvious to someone arriving for the first time.
It’s a small piece of the design, but it affects how the rest of the page introduces the studio.
Saved project recordNorthbridge doesn’t sell or manage hosting plans. The hosting account stays in the client’s name, and they pay their chosen provider directly.
I want that to be clear when we talk about the website work.
Saved project record
A photo, a quick thought, or something from the day.This is an example photo entry to show how everyday moments can sit alongside project notes. The photo is from my profile; this isn’t a dated personal update.
A screenshot and a few thoughts to come back to.This is an example of saving a conversation or a rough idea here. A short reflection can go with an image, with room to expand on it later.
If you’d like to talk about a role or a website project, send me a message.