Leila Smith
ML Engineer
Dublin, IE · 13y exp · Registered · Career site
cand_g0435
Core skills
★ Fintech
domain · 6y
★ LLMs
technical · 9y
★ Machine Learning
technical · 9y
★ Docker
technical · 3y
Experience
Data Engineer · BMW
13 years total experience.
Contact & application details
Email: leila.smith.435@mail.example
Mobile: +23878595104
📍 53 Park Ave, Dublin, 9997D, IE (Home)
Right to work: Yes
Previously employed here: No
Heard about us: Current Employee/Friend
SMS consent: Yes
WhatsApp comms: ✓ Allowed
AI CV interpretation
Read by automated extraction from the candidate CV (PDF) · Jun 28, 2026. This is the machine-read structure the system extracted from the document.
ML Engineer with 13+ years building and delivering in fast-paced product teams, currently at BMW. Specialises in Fintech, LLMs, Machine Learning, with a track record of shipping reliable, measurable outcomes. Known for clear communication and ownership.
Experience
Data Engineer · BMW
2022 – Present
- Shipped 5 major releases using Machine Learning, cutting cycle time by 38%.
- Reduced incidents by 35% by introducing LLMs best practices and automated checks.
- Mentored 8 engineers and established LLMs standards adopted team-wide.
Data Engineer · BMW Group
2020 – 2022
- Scaled LLMs services to handle 35x peak load with no downtime.
- Shipped 4 major releases using Machine Learning, cutting cycle time by 26%.
Junior Data Engineer · Zalando
2016 – 2019
- Led Machine Learning initiatives that improved delivery throughput by 32% across 3 teams.
- Reduced incidents by 21% by introducing Machine Learning best practices and automated checks.
Education
BEng Information Systems
TU Munich (2009)
Swissport TA — candidate CV
Skills extracted (4)
FintechLLMs· ExpertMachine LearningDocker· Proficient
Languages
English · Native
Detected: 13y experience · leila.smith.435@mail.example
Applications (1)
| Roleⓘ | Stage | Fit | Applied | Last update | |
|---|---|---|---|---|---|
| Compliance Officer | Leads | 49 | Jun 5, 2026 | Jun 5, 2026 | Open › |