AI-Native Engineer
Work experience
Pre-sale solutioning and AI engineering across 10+ prospective client projects — designed end-to-end architectures (service boundaries, API contracts, data models, AWS) and drove prompt- and context-engineering standards while mentoring engineers.
Delivered a full client MVP end to end with a spec-driven, AI-assisted (SDD) workflow — Node.js/NestJS backend, Next.js marketing site, React internal app, Redis caching, and PostgreSQL.
Kahoot-style EdTech platform with 350K+ active users. Led the React to Next.js migration, designed real-time multiplayer gameplay with Centrifugo (WebSockets), and built a multi-model AI orchestration system for teachers.
Built AgroNetZero, an AI- and GIS-powered soil analytics platform (25+ pages, front-end from scratch), and the Tallinja public transport control system with 40+ REST API integrations.
Completed 2 projects: a Jira-integrated Project Management System and CIMP (Cross-Industrial Marketing Platform) for Rostelecom with 150+ REST APIs and role-based access control.
Reworked the online registration flow of a student management system, driving a 120%+ monthly increase in registrations.
Built front-ends for a construction company management system and landing pages for various businesses.
Apps I build
Here are some of my recent projects. I'm always working on something new, so check back often!
AI for the business of sport: club knowledge base and insights
Kahoot-style interactive EdTech platform
AI- and GIS-powered soil productivity platform
Real-time control system for Malta's national bus network
Project management system with Atlassian/Jira integration
Cross-industrial marketing platform for Rostelecom
Latest from blog
A hands-on walkthrough of spec-driven development on anzel, an AI platform for sports organizations: writing the spec, letting the agent interview you, deriving tasks, and reviewing the code against the spec.
What anzel is, the problem it solves for clubs, leagues and investors, and how a shared knowledge layer plus specialized AI assistants turn scattered club data into finished work.
What Spec-Driven Development (SDD) is, why it became the standard way to work with AI coding agents, and the lessons I learned running a full spec-to-ship pipeline on a real project.
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