Expert for statistical anlysis, technical reliability and automotive devlopment

With expertise in product liability, data analysis, and reliability management, I bring a strong background in safety and mechanical engineering. Over 8 years, I've excelled in data analysis, statistical analysis, and risk assessment.

• Data Science
• Fahrzeugdesign / Automobildesign
• Produkthaftung
• Qualitätsmanagement / QS / QA (IT)
• R (Programmiersprache)
• RAMS („Zuverlässigkeit, Verfügbarkeit, Instandhaltbarkeit, Sicherheit“)
• Risikomanagement
• Statistik (allg.)
• Statistische Versuchsplanung (SVP)

Method competence
- Reliability analysis and improvements of system structures
(i.a RBD, Fault tree analysis, and warranty costs calculation)
- Lifetime and field data analysis (i.a. Pareto, isochrones,
- Weibull analysis and reliability prognosis)
- Risk assessment w and w/o statistical simulation (i.a. RAPEX
and Monte Carlo simulation)
- Test planning for Vehicle and components especially reliability
validation (i.a. statistical methods (i.a. Success-Run), non-homogenous
Poisson process (i.a. Crow-AMSAA), load increase
(i.a. woehler curve), statistical design of experiments (i.a. DoE),
hypothesis tests)
- Statistical Analysis (i.a. time series analysis, ANOVA, correlation
analysis, deriving of load profiles)
- Quality methods (i.a. Failure Mode and Effects Analysis
(FMEA), Design Review Based on Failure Mode (DRBFM), statistical
quality control (SPC, QCC, cp/cpk, AQL, MSA, PLP,
PPAP))