MemoryHub
Content-agnostic engine over a markdown memory store with schema-validated writes and an MCP server.
- Python
- Pydantic
- Typer
- FastMCP
- LanceDB
- pytest
Author (spec-driven, built with AI agents) · GitHub ↗
AI Engineering · Cloud Backend · Physics PhD
János Karancsi
AI engineer with a physics PhD and a decade at CERN — building agentic systems that let coding agents plan and execute senior-level work.
Currently — Senior Software Developer at RDI Software Hungary (Capgemini Group)
- 2013Physics · CERN
- 2021Cloud backend
- 2025AI engineering
Selected projects
Featured work
WeightLifting - transformer from scratch
Decoder-only char-level transformer (~10.8M params) built and trained from scratch in PyTorch.
- PyTorch
- CUDA
- Weights & Biases
Sole author · GitHub ↗
Razor-boost SUSY search (PhD thesis)
Boosted-object Supersymmetry search on 2016 LHC data using razor variables - the analysis behind my PhD thesis, coded, plotted, and statistically analysed single-handedly in the BoostAnalyzer17 framework.
- C++
- Python
- ROOT
- WLCG
Principal investigator and sole developer (boosted razor analysis) · GitHub ↗