Applied AI engineer and backend developer based in Prague. Currently at SAIGON Technologies (data backend and an in-house trading terminal for prediction markets, now serving a paying institutional client). Previously LLM tooling at MAMA TELMA AI (top-5 EUROTEQ finalist), plus solo-shipped production systems for algorithmic trading and manufacturing optimization.
lorakit — Pipeline for building LoRA training datasets from arbitrary image folders. Character detection and clustering via CCIP/DINOv3 embeddings; automatic captioning via a locally hosted Qwen3-VL-30B on vLLM. Ren'Py asset extraction supported.
socialcloud — Social network analysis pipeline. CLIP ViT-H/14 embeddings, Wasserstein distances between point clouds of per-user content, community detection via Louvain. Schema-driven for any directed social graph.
kalshi_regime_replication — Replication note on Diercks, Katz & Wright (2026), "Kalshi and the Rise of Macro Markets" (FEDS 2026-010). Argues the documented disagreement is regime-conditional, only operative in a minority of meetings.