Agentic Product Development with Claude Code, BMAD and GitHub Spec Kit

he/him

Senior Machine Learning Engineer

Machine Learning Engineer и Software Architect с опытом работы более 15 лет, специализирующийся на deep learning, NLP и системах на основе LLM. Основное внимание уделяется проектированию и развертыванию сквозных AI pipelines, включая model fine-tuning (LoRA/PEFT), retrieval-augmented generation (RAG) и высокопроизводительный inference с использованием современных фреймворков, таких как PyTorch, Hugging Face Transformers и vLLM. Опыт в создании agentic systems с использованием LangChain и LangGraph, а также в разработке масштабируемых backend services на Python. Сочетает прочные принципы software engineering с практическим опытом в data-centric AI для предоставления надежных, готовых к производству решений.

he/him

IT-Projektconsultant

IT project consultant and Product Owner with a passion for products that deliver real value. Thanks to his many years of experience in the digitalisation of critical processes, he knows exactly how to translate requirements precisely and guide stakeholders confidently through technological transformation projects. With a background in engineering and a deep understanding of complex IT architectures, he acts as a bridge between business, product, and development. As a trainer, Marcus stands out through his ability to combine this hands-on expertise with agile methodologies, enabling teams to develop user-centred and technically sound solutions with real impact.