18.09.2026 aktualisiert

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AI Architect / Full-Stack Developer

Jülich, Deutschland
Weltweit
PhD Neuroscience
Jülich, Deutschland
Weltweit
PhD Neuroscience

Profilanlagen

LONZA_Reference.pdf
radio_frequency.pdf
Resume-DRP.pdf
Resume-DRP.docx

Über mich

Full-Stack Developer / AI Architect with deep expertise bridging strategic leadership and hands-on development. I specialize in architecting and deploying production-ready AI applications possessing a full-spectrum technical skillset—from frontend AI integration to cloud-native backends.

Skills

DjangoSolution ArchitectureFull Stack EntwicklungGolang
Next.js, React.js, GraphQL, Redux, Typescript, SASS/CSS3, Tailwind CSS, jQuery, GitLab, GitHub, Jest,Pytest, Node / Express.js, Django, FastAPI, NGINX, PostgreSQL, MySQL, MongoDB, Docker, R, Python, C++, MATLAB, Excel VBA, Bash, RAG, Vercel AI SDK,Pydantic AI, Playwright, Vector DB, Jira Automation, Confluence, Strategic planning, Core facility management, Project execution, Regulatory compliance, Personnel recruitment, Logistics, Accounts & budgeting, Quality assurance, Data acquisition, Data storage & security





Erfahrung

Berufserfahrung5 - 10 Jahre
Freelancer seit2017

Sprachen

DeutschverhandlungssicherEnglischverhandlungssicher

Projekthistorie

AI Architect / Technical Project Manager

Syntrophy AI Nordic AB, Stockholm,Sweden

Pharma und Medizintechnik

10-50 Mitarbeiter

Leading AI architecture for agentic and RAG systems supporting drug discovery workflows.
  • Built a production-grade Agentic RAG system (Next.js, Vercel AI SDK) combining dual-source retrieval — a private vector database and live web search — with bounded multi-step tool orchestration. Now in active use across the team as a core research tool.

  • Architecting a billion-scale (1.8 Billion-compound) molecular similarity search engine for ligand-based virtual screening, using a multi-agent pipeline (Pydantic AI) with independent search-orchestration and classification agents feeding a FastAPI backend and Angular frontend — enabling screening at a scale not previously feasible for the team.

  • Built, validated, and containerized (Docker) a working prototype on a 45,000-compound benchmark, producing a fully functional pipeline integrating an Agent-to-Agent architecture, ahead of full-library licensing (expected 2027).


Software Developer (Technical Lead, Digitalization & Hardware Integration)

Operative Augenpraxis Pocking, Pocking, Germany

Pharma und Medizintechnik

< 10 Mitarbeiter

Technical lead for digitalizing a multi-doctor ophthalmology practice, spanning diagnostic hardware and internal systems.
  • Building a diagnostic imaging workstation (C++, Qt 6) as part of a practice-wide equipment upgrade, integrating new ophthalmic devices (Oculus Pentacam, Zeiss Clarus 700) to replace and phase out legacy imaging systems.

  • Delivered a hospital information system (HIS) covering patient records, scheduling, and document/image management (React, Node, Django, Redis, Docker) for a 3–4 doctor practice — running Agile Sprints with doctors and lab technicians as domain stakeholders to shape requirements directly from clinical workflow needs.

Software Developer

Sykell GmbH

Energie, Wasser und Umwelt

50-250 Mitarbeiter

Short-term engagement building a custom web crawler under a rapid Agile/Scrum delivery model.
  • Built a custom web crawler (Go, MySQL, React dashboard) via AI-augmented pair programming (GitHub Copilot), following Agile/Scrum practices with Definition of Done including full Docker containerization for deployment readiness.

Technical Lead (Software Developer)

LONZA Netherlands B.v., Geleen, The Netherlands

Pharma und Medizintechnik

5000-10.000 Mitarbeiter

Led data warehousing and automation initiatives to close reliability gaps in lab sample tracking and cross-departmental reporting.
  • Replaced manual, disconnected Excel-based sample tracking with automated Python/R ETL pipelines connected directly to LIMS — addressing sample loss (previously running 8–10%) and untracked deep-freezer backlogs (~5%), improving overall sample lifecycle efficiency by roughly 30%.

  • Identified that related planning spreadsheets across QC and Manufacturing were siloed and manually synced; built VBA macro-linked Excel systems so updates in one file propagated automatically across departments, eliminating manual re-entry and version mismatches.


Interim Manager (Software Developer)

Galeria Karstadt Kaufhof Gmbh, Essen, Germany

Konsumgüter und Handel

5000-10.000 Mitarbeiter

Interim manager covering backend development and a serverless automation project for product image processing.
  • Built a serverless image-processing pipeline (AWS Lambda, API Gateway, S3, Amazon Rekognition) that auto-tagged roughly 40,000 product images. This replaced a fully manual tagging process (~5 minutes per image, frequently inaccurate) with automated, event-driven classification triggered on upload. Deployed to production and actively used during the engagement.

  • Delivered ongoing backend development (Python) supporting core data and image-processing workflows throughout the engagement.

Project Lead (Software Developer)

International Club Juelich e.V., Forschungszentrum Juelich Gmbh, Juelich

Öffentlicher Dienst

1000-5000 Mitarbeiter

Led development of a community web portal for an international members' club, running the project end-to-end under Agile/Scrum.
  • Led all phases of the web portal (ic-juelich.org, Beta) development lifecycle — UI/UX design, API development, database modeling, and deployment — using Agile/Scrum with clearly defined Sprint Goals.

  • Facilitated regular Sprint Reviews with club stakeholders to gather feedback and iterate on the platform (React, Django, Redis, WordPress), translating member needs directly into the Product Backlog.


Software Developer (Project Manager)

Dawo Deko & Floristik, Juelich, Germany

Konsumgüter und Handel

10-50 Mitarbeiter

  1. Managed the website redesign in an Agile/iterative manner delivering custom solutions aligned with branding strategies through iterations.
  2. Prioritized optimization efforts to improve SEO rankings adapting the Product Backlog based on performance metrics.
  3. Sales improvement by 5 - 10% year-on-year.



Scientist (Group Leader)

Forschungszentrum Juelich Gmbh, Juelich, Germany

Pharma und Medizintechnik

1000-5000 Mitarbeiter

  1. Led a research group focused on UHF-MRI application development
  2. MR Scanner pulse sequence programming (Qt 5, C++, Siemens IDEA®).
  3. Implemented unsupervised dimension reduction and learning algorithms on 2/3-D image data sets (Python, R & MATLAB®).
  4. Implementation of parallel computing on HPC clusters (Bash, Python).
  5. Data visualization (ggplot2, Matplotlib).
  6. Implemented & demonstrated the utility of ultrafast MR pulse sequences like, TAPIR, in visualizing cortical architecture at 9.4 Tesla.

Scientist (Project Lead)

Polyclinic for Neurology, Regensburg, Germany

Pharma und Medizintechnik

1000-5000 Mitarbeiter

  1. Managed all phases of high-field MRI application development projects (Siemens Magnetom Allegra, 3 Tesla) including MR Scanner pulse sequence optimization (C++, Qt 5, SIEMENS IDEA®) and deployment.
  2. Structured the statistical data/image analysis workflow (Python, R & MATLAB) and led the data visualization efforts (ggplot2, Matplotlib).
  3. Implemented HPLC methodologies for protein purification (OX-26 antibody).

Scientist (Assistant Manager)

Torrent Reserch Centre, Ahmedabad, India

Pharma und Medizintechnik

1000-5000 Mitarbeiter

  1. Implemented those MR imaging protocols (Siemens Magnetom Symphony, 1.5 Tesla) to characterize neuroimaging markers following acute stroke.
  2. Administrator, Scientific Data Management System (NuGenesis, Waters™).
  3. Implemented statistical data / image analysis routines (SAS, IBM SPSS, Excel-VBA) and SQL programming (Radio telemetry, www.datasci.com).
  4. Pharmacokinetic modelling (Phoenix WinNonlin®)

Manufacturing Chemist

Southern Union Pharmaceuticals, Thrissur, India

Pharma und Medizintechnik

50-250 Mitarbeiter

• Statistical data analysis and visualization (Excel-VBA).
• UV-Visual Spectroscopy (UV-2600i, Shimadzu Corporation).
• Analysis of pharmaceutically active raw materials and formulation of dosage forms like, oral
liquids, antibiotic topical applications and spirituous preparations.
• Implementation of good laboratory practice standards for both processing and testing operations
in formulation units.

Portfolio

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