Machine Learning Engineer

На данный момент Machine Learning Engineer.

Мои компетенции и опыт

Machine Learning Engineer with 6 years of experience applying ML and LLMs to solve business challenges. Skilled in adapting large language models through classifier head training and QLoRA fine-tuning for domain-specific tasks. Designed and deployed a RAG system with integrated AI agents for query validation and hallucination control. Delivered measurable business impact: 91% accuracy in complaint classification, a 4% improvement in sales forecasting with 15% better demand planning. Experienced in building reliable data pipelines, model validation, and deployment workflows with MLFlow.