Dany-Armand Djeudeu-Deudjui-Senior Data Scientist
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Experience
Senior Data Scientist
ibg NDT GmbH
- Investigate the relationship between Eddy Current Testing (ECT) signals and microstructural properties
- Detect latent patterns in ECT data that reflect intrinsic material characteristics
- Develop and validate predictive models for microstructural classification and quantification, using hardness and case depth as benchmarks
- Apply Bayesian Structural Equation Modeling for advanced data analysis
Senior Statistician
Africon GmbH
- Forecasts of vehicle parc trends with detailed visualizations and summaries
- Space-time and multilevel frameworks
Senior Statistician
3d-statistical-learning.com
- Provided statistical analysis and consulting for biomedical and academic research projects
- Exploration of variance, autocorrelation, and skewness of deviations from lactation curves as resilience indicators for breeding
- Outcome analysis of shoulder and elbow function in brachial plexus lesions: the impact of lesion localization, surgical interventions, and time on postoperative recovery
- Designed and implemented a predictive model for forecasting the next integer in a complex data structure, alongside developing a user-friendly web application for model deployment and application
Senior Statistician (Contractor)
Randstad Professional GmbH at Roche Diagnostics
- Provided statistical consulting and experimental design support for product development processes in biostatistics and data science
- Developed and implemented robust mathematical models for data analysis to support data-driven decision-making
- Customized algorithms for precise and reliable analysis of physical measurement data
- Integrated biometric methods into regulatory compliance documents, considering requirements for product approvals
- Prepared statistical rationales to support product approvals and decision-making processes
Biostatistician
Medical Haensler GmbH
- Conducted one-proportion test vs. exact binomial test for difference in proportion of patients with improvement of best-corrected visual acuity (BCVA)
- Provided statistical input
- Analyzed data
- Wrote statistical analysis plan (SAP)
SAS Trainer
DAK-Gesundheit KdöR
- Provided SAS training for statistical methods for pattern recognition and modeling
- Provided SAS training for automated reporting for insurance and billing data
- Provided SAS training for data cleaning using validation techniques
- Provided SAS training for data analysis, management, and visualization
Senior Data Scientist (Contract)
AOK-Bundesverband eGbR
- Developed and optimized machine learning models for predicting sick pay, contribution margins, and customer segments
- Modeled risk profiles and performance data to improve predictive accuracy
- Implemented predictive models to reduce customer churn and increase satisfaction
- Quantified risks using data to support strategic decision-making
Statistician (Freelance)
3d-statistical-learning.com
- Provided statistical analysis and consulting for biomedical and academic research projects including impact of nutrition on albumin and BMI; effect of excessive intraoperative fluid administration on clinical outcomes in orthopedic patients; effect of coagulation on health outcomes; impact of volume administration on mortality; effect of Cement Team Time-Out: pre vs. post introduction comparison on mortality, volume, catecholamines, wiring
- Conducted training in machine learning and statistics with R, SAS, and Python
- Conducted a comprehensive meta-analysis on "Effectiveness of Ranibizumab in Diabetic Macular Edema Compared to Control Groups Without Ranibizumab"
- Supported Bachelor’s, Master’s, and PhD research with data-intensive methodologies
Lecturer
Faculty of Statistics, TU Dortmund University
- Taught Bayesian statistics (Bachelor’s and Master’s programs)
- Taught statistical decision theory (Master’s in statistics, data science, econometrics)
- Taught statistical methods in epidemiology
- Led seminars in biometry
- Taught advanced statistical learning
Research Assistant, later Postdoctoral Researcher
Technische Universität Dortmund KdöR
- Taught courses in Bayesian statistics, statistical learning, and Big Data methods
- Supervised theses on statistics and machine learning, focusing on Big Data applications
- Advised students on data-intensive projects, providing guidance for academic success
- Mentored international students, helping them excel in data-driven disciplines
Biostatistician
University Hospital Essen
- Conducted statistical data analysis and reporting
- Developed statistical analysis plans for clinical research
- Assessed data quality and identified sources of error in large datasets
- Performed power analyses and sensitivity tests to ensure robust models
- Developed statistical and mathematical models to analyze large data volumes
Data Scientist Intern
National Association of Statutory Health Insurance Funds Berlin
- Operationalized and provided measurements of persistence of physician-coded diagnoses as a prevalence trend, using a persistence indicator and unsupervised classification approach
- Analyzed the effects of changes in the prevalence of ICD-coded diagnoses in a highly constrained regression model for calculating the so-called 'diagnosis-based' morbidity change rate in statutory health insurance
Mathematics Teacher
Yaoundé I High School, Cameroon
Industry Experience
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Experienced in Healthcare, Education, Pharmaceutical, Insurance, Manufacturing, and Automotive.
Business Area Experience
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Experienced in Research and Development, Business Intelligence, Quality Assurance, Product Development, and Strategy.
Summary
I am a seasoned data scientist with extensive experience in predictive modeling, data analysis, and statistical consulting. I have developed machine learning solutions for industries ranging from healthcare to manufacturing, integrating advanced models and Bayesian methods to extract insights from complex data sets.
I have delivered value by designing reliable algorithms, training professionals in statistical software, and guiding research through sound data-driven decision-making. I combine practical experience with a strong academic background to drive improvements in quality and efficiency in every project I undertake.
Skills
- Data Science, Big Data, Statistical Consulting
- End-to-end Machine Learning (Google Cloud, Microsoft Azure, Ibm Cloud, Aws)
- Statistical & Mathematical Modeling
- Power And Sensitivity Analyses, Simulation Methods
- Reporting & Documentation, Analytical Plans
- Programming: Python, R, Sql, Sas, Matlab
- Tools: Microsoft Azure, Databricks, Nosql, Arcgis, Tableau, Power Bi, Git, Jira
Languages
Education
University of Yaoundé I
Doctoral Studies · Mathematics · Yaoundé, Cameroon
Technical University of Dortmund
M.Sc. · Statistics · Dortmund, Germany
University of Yaoundé I
M.Sc. · Mathematics · Yaoundé, Cameroon
Certifications & licenses
AI In Healthcare Specialization
Stanford University, Coursera
Biostatistics In Public Health Specialization
Johns Hopkins University, Coursera
Certified Artificial Intelligence Practitioner
CertNexus, Coursera
Clinical Trials Operations Specialization
Johns Hopkins University, Coursera
Design And Interpretation Of Clinical Trials
Johns Hopkins University, Coursera
Drug Development Product Management Specialization
University Of California San Diego, Coursera
Google Machine Learning Engineer Professional Certificate
Google Cloud, Coursera
IBM Applied AI Professional Certificate
IBM Developer Skills Network
IBM Full Stack Software Developer Professional Certificate
IBM Developer Skills Network
IBM Machine Learning Professional Certificate
IBM Developer Skills Network
Introduction To Good Clinical Practice
Novartis, Coursera
Microsoft Azure Data Engineering Associate (DP-203) Professional Certificate
Microsoft, Coursera
Microsoft Azure Data Fundamentals DP-900 Exam Prep
Microsoft, Coursera
Python And Statistics For Financial Analysis
The Hong Kong University Of Science And Technology, Coursera
Python For Data Science, AI & Development
IBM Developer Skills Network
Understanding Clinical Research: Behind The Statistics
University Of Cape Town, Coursera
Statistics
Experience
Expertise
Qualifications
Profile
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