WebsiteFounder work2026
Founder portfolio
Personal portfolio
The founder's personal portfolio: ten-plus products across AI, transcription and SaaS, including the work behind the 99% LLM cost reduction. Built before Danube Labs.
- Portfolio
- AI/ML
Services
AI systems
Assistants grounded in your documents, document intelligence, speech-to-text and LLM features engineered for cost and reliability.
AI features that survive production: evaluated, monitored and priced sanely.
Most AI features fail for boring reasons: nobody measured them, nobody set a budget, and there was no plan for when the model is wrong. We build the parts that make AI work after the demo.
What you get
- An evaluation set built from your real data before we pick a model
- Model routing, caching and prompt design that keep costs predictable
- Guardrails, fallbacks and observability so failures are visible and contained
- Vendor-neutral architecture: Claude, OpenAI or open-weight models hosted privately
Typical projects
- Assistants that answer from your documents (retrieval-augmented generation)
- Document extraction and classification pipelines
- Speech-to-text, meeting intelligence and transcription at scale
- AI features inside existing products
Proof
On one production document pipeline we reduced LLM spend by 99% while quality, measured on a fixed evaluation set, went up. A transcription pipeline was rebuilt to run 30 times faster. Both are documented in our insights.
Work that used this
All work
SoftwareOwn product2026My Claude Code
Architecture · Backend · Desktop app · Packaging
A local LLM gateway for AI coding agents. Point Claude Code, Codex, OpenCode or Gemini CLI at one address and route them across 57 model providers, with fallback chains, key rotation and cost tracking.
- AI gateway
- Developer tools
- Open source
- SoftwareOwn product2026
AI Translator Pro
Architecture · AI integration · Desktop app
A desktop app that translates Word, PowerPoint, PDF and text files with local or cloud language models, and rebuilds each document with its formatting, tables and layout intact.
- AI translation
- Desktop app
- Documents
Related reading
All posts- 8 min read
Search for AI Agents: Paid APIs vs a Self-Hosted Instance
An agent that cannot search only knows its training data. We compare paid search APIs and a self-hosted SearXNG instance on cost per query, privacy and what breaks.
- AI
- Automation
- 8 min read
Voice Cloning Needs Consent, Not Just a Licence
A voice can be cloned from five seconds of audio. The hard part is consent: what a donator must agree to, what the AI Act makes you disclose, and which records answer the question later.
- AI
- Privacy
- 9 min read
Who Owns an AI-Assisted Manuscript in the EU?
EU copyright protects works of human authorship, so a machine-only manuscript may have no owner at all. The practical question is what record proves your contribution, and what Article 50 asks you to disclose.
- AI
- Business
Other services
Web development
Marketing sites, e-commerce and bilingual CMS builds that load fast, rank well and are editable without a developer.
A site you own, that you can edit yourself.
Learn moreCustom software
Web applications, SaaS products, internal tools and platforms built for your process instead of bending your process to a tool.
A system your team runs the business on, in your own repositories.
Learn moreAutomation
Operations, reporting and integrations that run on their own: scheduled pipelines, n8n or Make flows, and custom code where it matters.
Hours back every week, with a log and an alert for every run.
Learn more