About
I'm a software engineer with 10+ years of experience across web, mobile, and enterprise systems. By day I work on traditional development projects with AI-assisted workflows. I also lead a dev team building a community app that brings people together.
In my free time, I'm consumed by building AI applications — RAG pipelines, autonomous agents, tool-calling networks, multi-agent systems, and MCP servers. My go-to stack includes Mastra, LangChain, LlamaIndex, and the Vercel AI SDK.
I keep a close eye on new AI trends and try them out hands-on — whether it's exploring computer vision with AI, digging into deep learning fundamentals, or sharpening my Python craft. Always learning, always building.
Focus Areas
Agentic Development
Building AI agents, multi-agent networks, tool-calling workflows
RAG Systems
Retrieval-augmented generation, vector search, knowledge bases
AI Frameworks
Mastra, LangChain, LlamaIndex, AI SDK
Computer Vision & DL
Exploring CV with AI, deep learning fundamentals, PyTorch
Python
Constant improvement, scripting to ML pipelines to backend
Skills
Languages
Frontend
Backend & Cloud
AI / ML
Tools
Experience
Lead Software Engineer
Panter AG, Zurich
Leading project development and diverse client engagements. Coaching junior-to-senior transitions, Python training, AI-assisted workflows, multi-project support.
Frontend Developer
q_alizer (via Panter)
Angular + GCP stack for a laboratory quality-improvement product.
Full-stack Developer
Dynoptic (via Panter)
ERP software for opticians. Built GraphQL API on a modern Java stack.
Full-stack Developer
Schulthess Maschinen AG (via Panter)
Mobile app in Ionic Capacitor (Angular) for smart industrial washing machines plus Java backend.
Full-stack Developer
Kickstart Innovation (via Panter)
Website rebrand for Zurich incubator on Magnolia CMS. Built custom onboarding module with Java.
Full-stack Developer
candi solar (via Panter)
Migrated quote-generation logic to AWS Lambda serverless functions. Ongoing support.
Frontend Developer
Bluelion Incubator (via Panter)
Website rebrand for Zurich incubator and accelerator company using Magnolia CMS.
Full-stack Developer
Migros Bank (via Panter)
Banking products for private investing -- development, refactoring, test coverage, code reviews.
Frontend Developer
Helsana Insurance (via Panter)
Migrated AngularJS to Angular 7. Architectural design, mentoring, code reviews.
Education & Languages
PhD Studies in Informatics (paused)
VSB - Technical University of Ostrava
3D object recognition and pose estimation in RGB-D data. Advanced feature descriptors, AI-driven methods, handling occlusion and noise.
Master's Degree in Computer Science
VSB - Technical University of Ostrava
Thesis on 3D pose estimation using state-of-the-art local descriptors in RGB-D images. Proposed enhancements for more effective object recognition.
Bachelor's Degree in Computer Science
VSB - Technical University of Ostrava
Languages
Certifications
Elektrotechnical Certification
SPS Trnava