Posts tagged python

Notes from building and running backend systems: monitoring, deployment, AWS, PHP, and what I learn on stage.

Fine-Tuning SciBERT to Classify arXiv Research Papers

How I built an end-to-end NLP pipeline that classifies scientific abstracts into broad domains - from raw arXiv data to a deployed REST API.

24 May 2026, 8 min read

Whether it's a talk, a project or a question about something I wrote, email is the fastest way to reach me.

Speaking: Conferences, meetups, podcasts and panels on PHP, backend architecture, DevOps and team leadership.
Mentoring: Developers growing into backend, DevOps or their first lead role.
Consulting: Architecture reviews, team processes and scaling problems that need a second opinion.
Collaboration: Side projects and partnerships that solve a real problem.