Leap Dynamics · Berlin
We support life-sciences teams with clinical data and statistical analysis, build and maintain custom software for life sciences, finance and SMEs, and integrate AI into everyday business workflows.
Direct access to specialists. Clear deliverables. Documented implementation.
Scientific data. Clear interpretation.
Illustrations, not customer screenshots or study results.
Support for SDTM and ADaM, statistical programming, biostatistics, real-world data analysis, and research. Scientific understanding combined with reproducible implementation and documented quality checks.
Explore life-sciences servicesCustom R and Python development, Shiny applications, automated reporting, and data-driven business software. We also take over, maintain, test, and modernize existing R code and applications.
Explore software servicesAI for document processing, internal knowledge access, and recurring workflows—connected to business systems with appropriate permissions, evaluation, and human review.
Explore AI integrationCase Studies
Anonymized project experience in Financial Services, Life Sciences and self-hosted AI automation, with concrete approaches, results and lessons learned.
Banking & Financial Services
Team-member project experience · 2022–2024
Project period: 2022–2024
Team-member experience combining R/Python analytics, data pipelines, database-backed applications and technical coordination in a regulated financial institution.
Read the case studyLife Sciences & Biotechnology
Client software delivery · AI-assisted development
Human-reviewed AI-assisted development of structured audit trail reporting, with attention to maintainability, traceability and reproducibility.
Read the case studyIndependent technology consulting
Client automation · outcomes not yet measured
A self-hosted Python agent compares German and English freelance listings against multiple CVs and groups relevant opportunities into email digests. Time savings and match precision have not yet been measured.
Read the case studyWhy Leap Dynamics
PhD in bioinformatics; clinical data, biostatistics, R/Python and technical project leadership.
Co-founder and Managing Director; M.Sc. Bioinformatics, project leadership and space-medicine research.
Master’s in financial and actuarial mathematics; R/Shiny, automated reporting and Python APIs.
Dipl.-Phys.; AI engineering, software architecture, local LLMs and scientific computing.
Agree the question, deliverables, review owners and acceptance criteria. A bounded assessment can clarify uncertain research or legacy scope.
How we workWork directly with our specialists within your existing project team, remotely or on-site by agreement.
How we workAgree onboarding, support scope, response arrangements and a change backlog for existing software. Managed hosting and continuous operations require separate arrangements.
How we workContact
Tell us what you need to analyse, build or maintain. We will clarify the scope and suggest an appropriate next step.
