Portfolio
  • Projects
  • Technologies
  • Data Science

    • I Build AI Agents
    and RAG Systems

    I automate complex business processes with LangGraph, LLMs, and intelligent knowledge bases.

    Let's Automate Your Process

    Projects

    BioLogger

    Personal Project2024-2025

    AI-powered health analytics platform using LangGraph agents and RAG to discover correlations across biometric data. Multi-agent system processes data from Fitbit, Garmin, Freestyle Libre, and Spotify to generate personalized health insights using LLMs.

    Stack
    • LangGraph
    • RAG
    • OpenAI API
    • FastAPI
    • Next.js
    • PostgreSQL

    MillSights Industrial AI Platform

    Raute / CMPC2024

    Integrated a €1M+ industrial data platform for CMPC plywood manufacturing. Built real-time data pipelines from PLC systems, implemented computer vision for quality control, and deployed Vision Language Models for automated defect analysis.

    Stack
    • Python
    • Computer Vision
    • VLMs
    • SQL Server
    • PLC Integration
    • Power BI

      SAP Terminal Automation

      CMPC2024

      Automated data extraction from legacy SAP terminal screens using computer vision. Built an intelligent pipeline that captures, processes, and syncs terminal data with SQL Server, eliminating manual data entry and reducing errors by 95%.

      Stack
      • Python
      • OpenCV
      • Computer Vision
      • SQL Server
      • Automation

        Data Science


        Technologies

        Tools and frameworks I use to build AI agents and automation systems:

        • AI / LLMs

          LangGraph, LangChain
          RAG, OpenAI API
          Computer Vision, VLMs

        • Backend

          Python, FastAPI
          PostgreSQL, SQL Server
          Supabase

        • Frontend

          Next.js, React
          TypeScript

        • Data & Integration

          Real-time Pipelines
          PLC Integration
          ETL Automation

        About

        Software engineer specialized in implementing AI solutions for businesses. I work with LangGraph, RAG, and LLMs to automate processes that previously required human intervention.

        I've built industrial data pipelines for CMPC and AI-powered analytics systems processing real biometric data. My focus is on practical AI that delivers measurable business value.