Ilie Ploscaru
At a Glance
Focus: Data Platforms & BI
Strengths: Automation & Observability
Location: Frankfurt
Languages: EN / DE / RO / FR (basic)
- Data Eng
- BI
- Full‑Stack
- ML
- CI/CD
- Observability
Core Competencies
Data & Analytics
- Modeling & lineage clarity
- ETL / ELT orchestration
- Data quality & validation
- Metric design / BI enablement
Engineering
- Service / API design
- Performance tuning
- Observability & tracing
- Automation & CI/CD
Applied ML
- Feature prep & pipelines
- Experiment loops
- Model integration
- Impact measurement
Experience
Full‑Stack Developer / BI Analyst / Data
Engineer
Dec 2021 – July 2025
Northern Data AG
- Co‑founded / grew internal BI function; built scalable data & reporting pipelines.
- Designed & maintained full‑stack services supporting analytics & ML workflows.
- Implemented data quality & lineage instrumentation improving reliability & observability.
Data Scientist (Freelance)
May 2020 – Aug 2020; Jul 2021 – Sept 2021
- Delivered ML prototypes (feature engineering, experimentation, evaluation).
- Produced analytical insights mapped to business KPIs.
Software Engineer
Sept 2019 – Mar 2020
Cloudflight
- Contributed backend & integration code across cross‑functional team.
- Supported delivery of production features & internal tooling improvements.
Connect
Based in Frankfurt. Open to high‑impact product / platform / data infrastructure roles (remote / hybrid).