Tech Lead, AI & R&D
Tech Lead for AI and R&D inside an Odoo consulting and product team in CEE. I build the AI infrastructure, RAG systems, and Software Design Document methodology that let Odoo teams ship faster without lowering quality.
A production-blocking landed cost on Odoo SH killed the worker at 1.28 GB RSS. The fix wasn't a different algorithm — it was the same algorithm with explicit lifetime management, in pure ORM, with no queue_job and no raw SQL.
A working tour of CPython's optimization levels, the data-structure cost map, the standard-library tools that beat hand-rolled loops, and a class-optimization stack that compounds to ~15% on a real workload.
Why we run six Odoo test instances and a Jenkins CI fleet across two identical Hetzner boxes with two PostgreSQL clusters — the blast-radius reasoning, the rejected alternatives, and what the architecture buys.