Georgy dmagog

Hi, I'm Georgy

ML engineer & researcher. LLM agents, ML security, NLP.

AgentX-AgentBeats — Berkeley RDI, MLE-bench track
_{Autonomous ML agent for Kaggle competitions via A2A protocol · Apr 2026}

Digital Marathon 2026 — Sber, Expert category
_{4th place in the final out of 120 000 participants · May 2026}

Pulse STD
_{Student dashboard — schedule, assignments, deadlines}

Sirius-Argus
_{MLSecOps platform — threat coverage map, RBAC, HITL gates}

ATLAS phd
_{LLM assistant for PhD qualifying exam preparation}

Kaggle Pulse
_{Personal Kaggle stats tracker — daily Meta snapshots, medal-eligible votes, named supporters}

persona-emotions
_{Emotion steering vectors in LLMs}

eagle3-qwen3
_{Speculative decoding on Qwen3: anatomy of a speedup (YSDA at Sirius 2026)}

hallu-probe
_{LLM hallucination probing (SMILES 2026)}

agent-security
_{LLM agent security (AIRI Summer School 2026)}