Lead ML Engineer / AI Architect at 2UP, a full-cycle digital agency: build and productionize multi-agent systems and AI assistants for corporate tasks — defining ML approaches (NLP, LLMs, RAG), fine-tuning models, running inference pipelines, and mentoring junior engineers. Core stack: Python, PyTorch/HuggingFace, LangChain/LlamaIndex, Docker/Kubernetes, MLOps.
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