Mateusz Kołcon

I specialize in designing and building AI/ML solutions, data engineering platforms, and automation systems that transform complex business processes into scalable, data-driven capabilities delivering measurable business value. My experience includes machine learning, computer vision, NLP, LLM-based chatbots, data pipelines, ETL processes, graph databases, and cloud-based ML platforms. I combine hands-on engineering skills with a strong understanding of business needs, focusing on scalability, maintainability, and practical business impact. I have delivered projects involving defect detection in images from manufacturing sites, NLP-based data quality automation enabling data-driven decision-making, local business segmentation using machine learning to provide a granular understanding of end customers, graph database solutions for supply chain processes, business process automation with LLMs, data ingestion pipelines, and large-scale migrations from legacy technologies to Databricks.