04.04.2025 aktualisiert

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Data Science Expert and AI Strategist

Schlangenbad, Deutschland
Schlangenbad +500 km
Dr. sc. hum. preclinical molecular imaging, M.Sc. Biomedical Engineering, B.Sc. Physics and Mathematics
Schlangenbad, Deutschland
Schlangenbad +500 km
Dr. sc. hum. preclinical molecular imaging, M.Sc. Biomedical Engineering, B.Sc. Physics and Mathematics

Skills

Adobe InDesignKünstliche IntelligenzAmazon Web ServicesAmazon Elastic Compute CloudAmazon S3Data AnalysisKünstliche Neurale NetzwerkeAtlassian ConfluenceAtlassian JiraMicrosoft AzureStapelverarbeitungBioinformatikBootstrapC++Repository für Klinische DatenCloud ComputingClusteranalyseComputerprogrammierungContinuous IntegrationDatenvalidierungInformation EngineeringData GovernanceData IntegrationETLDatenmanagementDatenvisualisierungDicomElasticsearchEntity-relationshipGraphdatenbankIdentitätsmanagementPythonSuchalgorithmenKnowledge ManagementPostgreSQLMATLABMachine LearningNatural Language ProcessingNeo4jNoSQLOperational Data StoreOnline-DatenbankenOpen SourceOpenShiftScrumCloud-ServicesTensorFlowSPARQLSQLStemmingUnstrukturierte DatenUser-Centered DesignWeb ApplikationenOpenapiAWS CDKDatenverarbeitungScriptingData ScienceTransfer LearningLarge Language ModelsTopic ModelingGenerative AIConvolutional Neural NetworksJupyterBackendAWS ECSGitQuestion AnsweringPlotlyApi DesignRestful ApisSpacyGPTDockerUnsupervised LearningJenkins

Cloud Computing & Services
  • AWS, AWS CDK, AWS ECS, EC2, S3, AWS services, Cloud, cloud computing, cloud services, Azure, Red Hat OpenShift, Docker
Data Science & AI
  • AI, Neural Networks, batch processing, Bioinformatics, Clustering, Exploratory Data Analysis, Data Interpretation, Data governance, Data Integration, Data Management, Data wrangling, Data Processing, Data Validation, Data Visualization, Elasticsearch, machine learning, NLP, Python, Tensorflow, ChatGPT, Generative AI, Language Models (LLMs), convolutional neural networks, topic modeling, transfer learning, Unsupervised Learning
Software Development & DevOps
  • API Development, back-end, C++, CI/CD, Confluence, git, Jira, Jenkins, MATLAB, Programming, Python, REST API, Scripting, SCRUM, Web App, web application, webapp, User-Centered Design
Database Management & Integration
  • Entity Relationship, ETL, Graph Database, Neo4j, NoSQL databases, OpenAPI, PostgreSQL, Postgres, SQL, SPARQL
Healthcare & Bioinformatics
  • Bioinformatics, clinical data, DICOM, Data governance, Data Management, Data Processing, Exploratory Data Analysis, Data Integration

Erfahrung

Berufserfahrungmehr als 10 Jahre
Freelancer seit2024

Sprachen

DeutschverhandlungssicherEnglischMuttersprache

Projekthistorie

Head of Digital Lab

Boehringer-Ingelheim, CD&O

Pharma und Medizintechnik

>10.000 Mitarbeiter

* Develop and Implement Digital Innovation Strategy for Clinical Development
and Operations (CD&O)!
* Up-skill and coach global, self-organized, and empowered team of internal
entrepreneurs!
* Leverage qualitative research methods to understand business needs in a
user-centric manner, and proactively scout for potential solutions!
* Product Owner for in-house developed software, enabling teams by example
with a technical roadmap, utilizing LLMs to bootstrap advanced search
capabilities, Question-Answering and self-service data-visualization utilizing
OpenAPI specifications

(Senior) Data Scientist

BI X GmbH

Pharma und Medizintechnik

50-250 Mitarbeiter

* Empower product team to take ownership by removing technical and
business impediments before they impacted development!
* Implemented data models , search, and ETL pipelines!
* Developed bespoke next-generation sequencing pipeline on AWS for short-
and long-read sequencing for benchmarking and drug target discovery
* Staffing initiatives and mentoring junior members of the product team!
* Product Owner for self-driven concept from ideation to Fast Forward Top 10 ,
resulting in project with internal IT for select business cases

Interim Head of Data Science

BI X GmbH

Pharma und Medizintechnik

50-250 Mitarbeiter

* Responsible for staffing of new initiatives and internal hiring!
* Collaboratively coaching digital Product Owners with BI X leadership team!
* Coordinate strategy with Global Head of Data Science

Research Scientist

Radiogenomics - Applied Bioinformatics Group, Center for Bioinformatics, Eberhard Karls University Tübingen

Pharma und Medizintechnik

* Coordinate with BMBF research collaborators to identify and implement best
practices for collection, processing, and transfer of sensitive clinical data!
* Implement and validate Auto-Encoder Neural Networks in Tensorflow on CPU
cluster for analysis of radiology and multi-omics data !
* Utilize Python for data wrangling and visualization of biomedical imaging and
multi-omics data!
* Curation of NoSQL databases and containerization in Docker with REST API
as back-end for automated machine learning and clinical reporting pipelines of
multi-omics testing in cancer patients!
* Mentoring of Bachelor, Master, and PhD candidates

Research Fellow, Oncology

Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen

Pharma und Medizintechnik

* Coordination of BMBF financed research projects with cooperation partners
from academia and industry with the goal of developing a holistic systems
!


* Planning of experiments and coordination of laboratory staff to stay within
confines of budget for collaborative research projects!
* Development and validation of a novel machine learning pipeline to predict
tumor growth based on longitudinal PET and MR imaging !
* Integration and analysis of large, multi-dimensional and diversely formatted
datasets!
* Mentoring of Bachelor and Master students!
* Organization of workshops and international scientific conferences

Kontaktanfrage

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