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markolivaic/README.md

Earth's land as points, with 18,983 tracked objects moving in their orbital planes

Software developer in Zagreb and Linz. I build systems, then measure whether they work.

now   Ericsson Nikola Tesla   Java for the framework that validates the 4G/5G radio network
      Vectra XR               co-founder and CTO, 3D configurator for fitness racks and prefab homes
      JKU Linz                MSc Artificial Intelligence, 2026 to 2028
project what it does measured
surrey lidar point-cloud segmentation, PointNet++ style 0.93 point accuracy on held-out tiles, 3 seeds
kessler satellite close-approach screening with SGP4 18,983 objects over 24 h, every pair within 25 km
asymmetric-society LLM agents in iterated economic games 320 games, pre-registered on OSF
anneal live CHGNet crystal relaxation in the browser every relaxation step streamed, CPU only
suncokret roof-by-roof shadow study of central Zagreb from the city's own LoD 2.2 3D model

livaic.vercel.app | LinkedIn

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  1. asymmetric-society asymmetric-society Public

    Capability-asymmetric LLM agents in iterated economic games: who exploits whom, and does asking agents to commit in public flip the capability premium? Pre-registered (OSF).

    Python 1

  2. surrey surrey Public

    Trains a PointNet++ style lidar segmentation model on Surrey, BC (DALES-2), runs it on USGS 3DEP San Francisco, and scores each area against footprints, NAIP vegetation and nulls.

    Python 1

  3. suncokret suncokret Public

    Computes rooftop solar potential across a Zagreb district from the city's LoD 2.2 building model and PVGIS irradiance, including shading from neighbouring buildings.

    Python 1

  4. kessler kessler Public

    Screens 18,983 catalogued objects with SGP4 for close approaches over 24 hours, filters two classes of false conjunction, and re-propagates a satellite after a delta-v burn.

    Python 1

  5. sada sada Public

    One tap. Real shadow physics. Sada tells you the best spot to sit in Zagreb right now. Sun or shade, cafe or bench.

    TypeScript 1

  6. anneal anneal Public

    Loads Crystallography Open Database structures, filters them for CHGNet, and streams live relaxations after substitution, vacancy or strain edits. 27.8% of COD qualifies.

    Python 1