Work
Problems, the approach and what was measured. Employer work is described at the level of capabilities only: no customers, vendors, prompts or internal numbers.
Multi-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.employerVehicle 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.employerShared AI servicesTranscript search, coaching where the model chooses instead of writes, avatar video with one brand voice.employerScreen recording platform rewritesTech lead on desktop, dashboard and extension rewrites; video encoding moved to GPUs.employer
Prototypes and experiments. This is where most of my techniques get tested before they reach a client.
- Glyco
- Nutrition coach for insulin resistance. The LLM identifies the food; code does every calculation. Built in a day with a tool-using agent.
- AgentDock
- macOS notch app that supervises Claude Code, Codex and OpenCode, reading each agent’s state from its terminal screen.
- Livecap
- On-device live captions for macOS 26: Apple SpeechAnalyzer and ScreenCaptureKit behind a Rust GPUI overlay.
- Remove BG for Safari
- Segment Anything running inside a Safari extension without SharedArrayBuffer. It became Clearcut’s Smart Brush.
- granapp.ba
- Supermarket PDF catalogs turned into structured offers by LLM extraction with confidence scores and a human review queue.
- Photco
- Old-photo restoration app for Balkan users, with a credit price ladder held to an 80% margin.
- Lens
- Select any screen region on macOS and ask about it. Generated shell actions run inside an allowlist sandbox.
- Kids’ science films
- Short AI-produced science films in Bosnian, with a fact-check log and loudness checks.