I build data systems and ML models that hold up in real use.

2023 — now

Cork, Ireland

Solutions Engineer · Cadence Design Systems

Automation, debugging and large-scale data inspection for parasitic-extraction flows in silicon sign-off, working on Cadence Quantus.

• Building an internal AI agent for the Quantus flow: it sends each question to curated knowledge, the official manuals or the run itself, and loads the procedure that says which flow files to open first.
• Automated the ingestion of extraction data for batches from 10 to 1,000+ cells and 100 GB+ netlist workloads.
• Built interactive Bokeh dashboards that cut faulty-net detection time by more than 50%.
• Turned recurring workflow failures into reproducible diagnostics and corrective actions.

2022 — 2023

Spain

Quality Engineer · ALPS Electric

Root-cause analysis and corrective actions on customer returns for automotive electronics.

• Owned more than 20 customer returns, each closed with evidence and an identified failure pattern.
• Documented repeatable investigations and escalation paths so the same defect did not come back.

2021 — 2023

Spain

IoT Developer · Electronic Projects

End-to-end IoT prototypes, from firmware and radio links to the data reaching an application.

• Built 10+ prototypes with custom C++ firmware, from hardware integration to application-level visibility.
• Implemented real-time communication over BLE, LoRa, MQTT and RS-485.