Jane J. Sinkevic – Systems Engineer in Biomedical & Genomic Data

I am a systems engineer working with biomedical and genomic data in applied oncology.

I design and validate data-driven systems used in clinical and research settings, where reliability, interpretability and long-term robustness are critical. My work focuses on engineering solutions that remain correct under real-world clinical constraints.

Clinical context

I have designed and built a genomic data platform used by clinical geneticists to interpret patient variants. The resulting analyses are incorporated into diagnostic processes and support treatment decisions in a university hospital setting.

My approach is based on system design and real-world constraints, with attention to how assumptions and failures affect downstream clinical decisions. I also help establish and maintain solid development practices within the team through documentation, shared standards, and knowledge sharing.

Focus areas

Standardisation of oncology data using OMOP CDM
Design and development of clinical-grade genomic data platforms
Engineering and analysis of complex, heterogeneous medical data across genomic and clinical domains
Integration of genomic and clinical data into diagnostic workflows
Engineering for high-risk domains with high cost of error