Hi, I'm Erik.

I build backend systems and AI-powered products.

Backend & AI Engineer focused on reliable web systems, real-time applications, and practical artificial intelligence.

Selected work

Projects with purpose.

Applications that explore product, architecture, and practical uses of AI.

Productivity | Full-stack

Nexo

A focused personal organizer for projects and tasks, with GitHub repository imports and an MCP server that connects the workspace to AI coding assistants.

  • Astro + Hono
  • PostgreSQL + Drizzle
  • MCP + GitHub

AI | Local automation

JobAgent

An automated application-management system: it extracts listings with Playwright, processes them with FastAPI, uses local AI for analysis, and generates form answers while keeping final approval with the user.

  • FastAPI + SQLite
  • Playwright
  • Ollama

Final project | Backend & Real-time

FriendsGo

A social network that brings posts, chat, and random video calls into one experience. Built around real-time communication, security, and maintainable architecture.

  • WebRTC + Socket.IO
  • Remix SSR
  • Express + PostgreSQL

AI | Multimodal search

LookR

A fashion search and recommendation engine that understands text and images through computer vision, semantic embeddings, and vector search.

  • CLIP + embeddings
  • FastAPI
  • Pinecone + Ollama

AI | Experiments

AI Exercises

A growing collection of practical exercises and experiments exploring machine learning, language models, and applied AI workflows.

  • Python
  • Machine learning
  • LLMs

Open source | Logging

pino-config

A small TypeScript package for structured Pino logging with database persistence, environment-aware levels, and optional scheduled cleanup.

  • TypeScript
  • Pino
  • node-cron

About me

Technology that serves people.

I enjoy turning complex problems into clear, useful products. I am especially interested in backend development, real-time systems, and applied AI.

PythonFastAPINode.jsTypeScriptSQLDockern8nAI/MLLLMs

Contact

Let us talk.

I am open to professional opportunities and collaborations in backend, automation, and applied AI.