I take AI products from idea to paid launch.
I'm Haris Muhibić, an AI product engineer and architect in Sarajevo. I've built and led software for SaaS companies since 2018. Since 2025 I've architected production AI: sales agents, voice and video pipelines, analytics agents and coding agents. I also ship products of my own.
ClearcutBackground-removal editor and API. Paid launch in 6 days, at $0.63 of GPU per 1,000 images.own product · liveScreencapScreenshot and annotation extension with on-device OCR. 232 users, 5★.own product · live, 232 usersMulti-channel AI sales agentAnswers dealership leads by SMS, email, chat and voice from live inventory and CRM.employerAI vehicle video pipelineNarrated video for every car in stock. Pronunciation compiled to SSML, speech checked by Whisper.employerHireMikeReal-time AI voice interviews for small-business hiring. Stack decision, first version, hardening.client · liveVehicle data resolverFinds any car on any dealer site from its VIN. Deterministic first, LLM last.employerAnalytics agentPlain-language questions become dashboards and reports. Text-to-SQL that survives production.employerCoding and design agentsBug ticket to failing test to draft PR, with the agent never pushing. Plus a Figma buildability agent.employer
Deterministic systems with the model at the edges, chosen by measurement. Code does what code can do reliably. The model handles judgment calls. Every model choice comes with an evaluation and a cost per request.
- Research that can kill the idea. A dated brief that keeps facts, guesses and gaps apart.
- Unit economics before code. Cost per user, cost per request, margin at scale.
- A spec and a decision log. So you can see why each choice was made.
- Vertical slices, built with coding agents. Tested, one working feature at a time.
- You verify every slice. Passing tests alone don't count as done.
- Launch with operations in place. Billing, analytics, status page and cost alerts from day one.