Profile Details

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Hire Dr. Mazen A.

Spain

USD 115 /hr

PhD Scientist | Expert in Machine Learning, Scientific Computing & Algorithm Design

Profile Summary

I'm a PhD in Numerical Mathematics with over 13 years of international research and applied sciences experience across academia, public research, and industry (Germany, US, France, Spain). My expertise lies at the intersection of scientific computing, machine learning, and optimization, with a strong focus on turning complex models into fast, scalable, and practical tools. Core strengths: - Design and implementation of efficient computational solutions. - Expertise in numerical simulation, machine learning, differential equations, quantum computing and tensor network methods. - Development of novel AI models for Earth observation, finance, and materials science. - Strong software engineering skills (Python, C++, Docker, Git, ML libraries like PyTorch and scikit-learn). - Experience leading projects, mentoring teams, and authoring patents and publications. I have contributed to scientific articles, patents, and large collaborative proposals. I enjoy solving hard, cross-disciplinary problems and working with people who value clarity, precision, and impact.

Subject Matter Expertise

• ☆ Computer Science
• ☆ Supercomputing
• ☆ Quantum Computing
• ☆ Parallel Computing
• ☆ Distributed Computing
• ☆ Software Engineering
• ☆ Computational Fluid Dynamics
• ☆ Data Analysis
• ☆ Algorithm Design
• ☆ Machine Learning
• ☆ Quantum Mechanics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Mathematics Education
• ☆ Computational Sciences
• ☆ Mathematical Physics
• ☆ Differential Equations
• ☆ Mathematical Wavelets
• ☆ Computational Mathematics
• ☆ Stochastic Processes
• ☆ Pure Mathematics
• ☆ Calculus
• ☆ Mathematical Analysis
• ☆ Geometry
• ☆ Mathematical Logic
• ☆ Topology
• ☆ Discrete Mathematics
• ☆ Integral Equations
• ☆ Python
• ☆ Matlab
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Research Summaries & Abstracts
• ☆ Mathematical Finance

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research Feasibility Study, Fact Checking, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing

Work Experience

Senior Engineer

Multiverse Computing (Spain)

May 2024 - Present

Research Staff

Fraunhofer-Gesellschaft

September 2021 - Present

Postdoc

Ecole centrale de Nantes

April 2020 - August 2021

Doctoral Candidate

Ulm University

October 2014 - March 2020

Education

Numerical Mathematics

Universität Ulm - Germany

January 2015 - January 2020

Financial Mathematics

Universität Ulm - Germany

October 2012 - January 2015

Applied Mathematics

Missouri University of Science and Technology

September 2013 - June 2014

Economics

Johann Wolfgang Goethe Universität Frankfurt am Main - Germany

April 2009 - June 2012

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Mazen Ali, Matthias Kabel (2023). Performance Study of Variational Quantum Algorithms for Solving the Poisson Equation on a Quantum Computer . Physical Review Applied.

Mazen Ali, Anthony Nouy(2021). Approximation of Smoothness Classes by Deep Rectifier Networks . SIAM Journal on Numerical Analysis. 59. (6). p. 3032--3051. Society for Industrial {\&} Applied Mathematics ({SIAM})

Mazen Ali, Karsten Urban(2020). HT-AWGM: a hierarchical Tucker–adaptive wavelet Galerkin method for high-dimensional elliptic problems . Advances in Computational Mathematics. 46. (4). Springer Science and Business Media {LLC}