AI that fits real workflows.
Knowledge retrieval, automation, human review and practical systems for teams handling complex information.
Scientific AI | Bioinformatics | Data Operations
Scientific AI for healthcare and data.
I turn life-science complexity into AI workflows, data systems, and business-ready execution.
Science translated into product language.
Bioinformatics depth with the ability to explain value, risk, roadmap and implementation to business stakeholders.
Data discipline from research to operations.
SQL, C#, Python, R, SAS, BI analytics, quality checks, clinical data concepts and reproducible workflows.
How I work
My operating style is calm, structured and execution-first: understand the system, reduce ambiguity, then build with evidence.
Start with the workflow
I clarify users, data sources, constraints, risks and success measures before choosing tools.
Create a reliable data layer
I structure information for analysis, reporting, automation, review and later scale.
Add AI responsibly
I use retrieval, automation and human review where they improve quality, speed and trust.
Selected work
Proof points chosen for senior reviewers: measurable thinking, technical range and operational maturity.
AI and healthcare innovation readiness
My current focus is responsible AI for healthcare and life-science workflows: secure data handling, RAG-based knowledge systems, human-in-the-loop review, documentation and evaluation.
Open resumeAomics GmbH
Startup operations, B2B sales support, service positioning, database workflows and AI/bioinformatics execution.
Clinical data pilot
SDTM mapping, ADaM preparation, TLF generation concepts, SAS/R workflows and quality checks.
SentinelMesh AI
Cybersecurity AI group project with agent-style analysis, RAG architecture and deployed demo delivery.
PhD research
Oomycete promoter regulation, computational biological analysis, scientific writing and reproducible research.
See the person behind the profile
I use short videos to explain my transition from bioinformatics research into applied AI, data automation, healthcare innovation and practical learning.
Capability map
Grouped for how hiring teams actually evaluate senior hybrid profiles.
AI systems
RAG, AI agents, prompt engineering, LangChain, LangGraph concepts, OpenRouter, Hugging Face tools, Gradio, Streamlit, n8n.
Data and analytics
SQL, C#, Python, R, SAS, PostgreSQL, business intelligence, reporting workflows, data cleaning and transformation.
Healthcare and life science
Bioinformatics, systems biology, sequence analysis, omics workflows, SDTM, ADaM, TLF generation concepts.
Executive operations
Startup operations, B2B communication, service positioning, proposals, stakeholder follow-up, documentation and planning.
The stack
Tools I use to move from scientific problem to working system.
Languages
Python, R, SAS, SQL, C#, JavaScript, Markdown.
AI workflow
RAG, agents, LangChain, LangGraph concepts, OpenRouter, Hugging Face, Tavily.
Data systems
PostgreSQL, BI analytics, database management, reporting, quality checks.
Delivery
GitHub, Docker concepts, Streamlit, Gradio, n8n, Google Sheets and Gmail automation.
Clinical data
SDTM, ADaM, TLF generation concepts, SAS/R workflows and reproducible checks.
Communication
Scientific writing, technical documentation, B2B positioning, proposals and stakeholder updates.
Experience
A compact view of the roles behind the portfolio.
Founder, Lovemeer
Wellness-focused platform covering food and beverage concepts, supplier outreach, customer communication, content and operations.
COO, Bioinformatics and AI Operations, Aomics GmbH
Startup operations, B2B communication, service positioning, database workflows, AI thinking and technical documentation.
Doctoral Researcher, Goethe University Frankfurt and Senckenberg BIK-F
PhD research in biology and bioinformatics with computational analysis, reproducible workflows and scientific reporting.
Research Associate, Punjab Agricultural University
NGS and omics pipelines, R/Python workflows, high-memory server execution and cross-functional scientific collaboration.
General resume
Two neutral portfolio CVs for broad AI, data, healthcare innovation, bioinformatics, scientific operations and product operations roles. Not targeted to any single company.
30-minute discovery call
Book a focused conversation.
For recruiters, founders and hiring teams: use this option for a focused 1:1 discussion about AI, data, healthcare innovation, scientific technology or collaboration opportunities.
Open CalendlyI am based in the Frankfurt/Rhein-Main area and open to roles connecting life science, AI, data operations, healthcare innovation, product execution and customer-facing scientific technology.