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avshalomd/README.md

Avshalom Dayan

Senior AI Engineer based in Bryne, Norway. I design and ship production agentic systems end-to-end — from reference architecture to deployed, evaluated systems.

Current focus

  • Agentic systems in production — multi-step reasoning and tool-calling over live data, held to real cost and latency budgets
  • Evaluation — LLM-as-judge with human-in-the-loop, so agent quality is a number you track rather than a vibe
  • The data platforms underneath — multimodal processing pipelines at scale
  • Agent tooling and enablement — MCP, agent skills, and helping engineering teams get real work out of coding agents

Background — 10 years in software, 6+ in ML/AI R&D. Before AI: algorithms and systems engineering (convex optimization, estimation, embedded Linux on ARM/x86 SoCs), plus data science on COVID-19 spread modelling at Technion R&D.

On AI assistance — I build with coding agents, and I review and own everything I submit. Where a project asks for disclosure, every PR of mine carries it.

📍 Bryne, Rogaland, Norway · LinkedIn

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  1. poengkart poengkart Public

    Poenggrenser for Norwegian upper secondary schools on a map, with a ranked list and next-intake forecasts. 228 schools, 9 counties, 2012–2026. Open data, open model, technical report included.

    HTML

  2. freelab freelab Public

    Claude Code plugin: run ML experiments on free GPUs (Modal, Kaggle, Lightning AI) or your own machine, planned with you, watched on a live status page, reported honestly.

    Python