Jakub Pacocha
Full-stack AI Engineer specializing in RAG architectures and scalable ML infrastructure. Based in Bydgoszcz, Poland.
Professional Trajectory
AI Engineer / Data Scientist — iQor
Architecting production-grade RAG systems and optimizing vector search performance. Leading the transition to agentic workflows.
Data Scientist — O-I Poland
Developed and maintained machine learning pipelines for internal clients on large, tabular sales and cost datasets.
Spatial Data Analyst — Heksagon Research
Analyzed and prepared datasets and visualizations for private, civic and municipal clients.
Tools & expertise
Generative AI & RAG
Utilizing LLMs and ML techniques for data analysis, serving AI-based apps and services.
Full-Stack AI Infra
Productization of AI and ML workflows via containerization and cloud orchestration.
Cloud & DevOps
Deploying and maintaining infrastructure, containerization & monitoring on cloud.
Spatial & Civic Tech
Leveraging GIS and Computer Vision backgrounds for municipal and social impact.
My Education
Master's Geoinformatics — [Adam Mickiewicz University in Poznań]
My master's thesis focused on computer vision in geomorphology and other earth sciences.
Engineering in Geoinformation - [Eötvös Loránd University]
Erasmus+ programme.
Engineering in Geoinformation — [Adam Mickiewicz University in Poznań]
Engineering thesis focused on creating a python based spatial tool for transport analysis.