AI-first Software Engineer & Product Innovator
Voice · Agents · LLM · RAG · Cloud · AI Systems

I build production-grade AI systems at the intersection of
LLMs, voice interfaces, autonomous agents, and real-world products.

Over the last 10+ years I’ve launched and scaled platforms from zero → millions of users,
served as CTO / Head of R&D, and now focus on AI-native products where intelligence is core, not an add-on.

📍 Amsterdam, NL
🔗 LinkedIn · 💻 GitHub

• AI Agents & Tool-Using Systems
  Multi-step reasoning, ReAct-style agents, human-in-the-loop workflows, evaluation & safety

• Voice AI & Real-Time Interaction
  Voice assistants, WebRTC, LiveKit Agents, STT / TTS pipelines, low-latency conversational UX

• LLMs in Production
  Claude, GPT, Gemini · prompt design · structured outputs · codegen · monitoring

• RAG & GraphRAG
  Knowledge grounding, embeddings, vector + graph retrieval, long-context systems

• AI Product Engineering
  Turning ambiguous AI capabilities into shippable, valuable products

Interactive Real-time Voice AI Story Worlds with Agents & Memory

A narrative platform where AI agents act as autonomous characters with memory, goals, and evolving world state.
Focuses on long-running simulations, voice interaction, and non-anthropocentric AI behavior.

Tech:
Agents · GraphRAG · Story APIs · Image generation · LiveKit Agents · WebRTC · STT / TTS · Python · FastAPI · Next.js

🔗 https://github.com/McSpace/lk-agent
🔗 https://aiworlds.online

AI Voice Lead Qualification Demo

Voice AI agent that qualifies inbound leads using
DISC / Big Five personality models, adapts conversation strategy,
and prepares structured context for human handoff.

🔗 https://trytosellme.com

Personal Health Tracking & Analytics PWA

A lightweight health-tracking web app focused on metrics, trends, and habit visibility.
Built as an experiment in clean UX, offline-first PWA design, and data-driven personal health insights.

Tech:
PWA · React · TypeScript · Service Workers · Charts · API-first backend

🔗 https://github.com/McSpace/meter-pwa
🔗 http://meter-pwa-production.up.railway.app/

AI Meeting Summaries & Context Extraction

Automatically turns meetings into structured summaries, decisions, and action items.

🔗 https://upmeetup.com

• Voyagu — Head of TravelTech & R&D
  Built AI-assisted travel systems and lead-qualification agents for complex booking flows

• BrandLink — CTO
  Scaled a cloud-native platform to 2M+ MAU, processing tens of thousands of OCR scans daily

• ofd.ru — CTO
  Built a real-time data platform handling 200K+ devices and high-throughput event streams

• VisaToHome — CTO & Co-founder
  AI-powered visa processing from document photos, scaled to multi-million monthly revenue

• anywayanyday.com — CTO
  Built and scaled one of the largest online travel platforms in Eastern Europe
  ($386M annual turnover, Tiger Global investment)

Languages & Data
Python · TypeScript · JavaScript · C# · SQL · PostgreSQL · Redis · Cassandra · Kafka

AI & ML
LLMs · Agents · RAG · GraphRAG · OCR · OpenCV · Embeddings · STT · TTS

Platforms
AWS · GCP · Docker · Kubernetes · Event-driven systems · CI/CD

Frontend & UX
React · Next.js · WebRTC · PWA · Mobile-first design

• AI-first product teams
• Agentic systems & voice interfaces
• Early-stage startups & R&D-heavy roles
• Technical leadership or hands-on senior IC work

If you’re building something ambitious with AI at the core — let’s talk.