web
Full stack builds
Your whole website or app, designed, built and put online.
Frontend, backend, database, deployment, all of it in one pair of hands. Something that runs and keeps running, not a demo that falls over on the second click.
The gap
Research is
not a product.
Plenty of things look brilliant in a notebook. Vision models that are perfect on clean validation images start guessing the moment the light goes bad. Assistants that demo beautifully go sideways the first time somebody asks the question nobody planned for. Sites that run fine for you fall over the week they finally get traffic. I work in that gap.
Five years of it, across production systems, research labs and contract projects. Most of the job is the unglamorous half: making something that works in principle work on real hardware in real conditions, fast enough that nobody complains. Language models tuned with human feedback so they answer the way one business needs rather than the way the internet would, detection and tracking that holds up on a warehouse floor at 6am, and the web and data plumbing that carries either one to somebody who can actually use it.
If that sounds like your project, a conversation is a good place to start. No finished brief needed, and no obligation either way. And if it needs one person who can go from raw data collection to a deployed endpoint without three handoffs, that is the job I take.
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