Personal Data

Address: Andreas-Pfitzmann-Bau, Nöthnitzer Str. 46, 01069 Dresden, Germany

Phone: +4915758151663

Email: pejman.shojaee@tu-dresden.de, pejmanshojam31@gmail.com

Download my CV

ORCID Profile

Education

PhD in Mathematics - Technische Universität Dresden (2021 - 2024)

Master of Biomedical Engineering (Biomechanics) - Tabriz (Sahand) University of Technology (2015 - 2018)

Bachelor of Mechanical Engineering - Shahrood University of Technology (2009 - 2015)

Research Experience

DataMedAssist Group, HTW Dresden-University of Applied (10/2024-present)

• Develop an AI framework to predict the tumor spheroids status through the lens of radiomics data
• Investigate the ways to predict the days of release of tumor spheroids under treatment
• Image processing and explore the solutions to tackle the non-linear behavior of some of the spheroids

PhD Candidate at CIDS & ZIH, TU Dresden (3/2021-12/2024)

• Develop and refine mathematical models for glioma-macrophage interactions
• Utilize virtual patient simulations to conduct in silico clinical trials
• Perform an uncertainty and sensitivity analysis for the proposed mathematical models
• Explore Bayesian approaches combining mathematical models and machine learning
• Analyze multimodal data, especially radio-omics data in predicting the time to relapse

Self-employed Translator and Reviewer (3/2018-3/2021)

• Gained expertise in data science, statistical analysis, and machine learning
• Published research on drug delivery and hyperthermia cancer treatments

Research Assistant at Advanced Biofluids Lab, Sahand University (9/2016-3/2018)

• Developed mathematical models for drug distribution in solid tumors

Research Collaborator at Biological Engineering Lab, University of Tehran (6/2017-9/2017)

• Collaborated on a project focusing on patient-specific cerebral aneurysm modeling

Computer Skills

Expert: MATLAB, Python (NumPy, Pandas, Scikit-learn, TensorFlow, SciPy, Matplotlib), Comsol Multiphysics, Maple, Ubuntu

Familiar: Git, C++, SQL, Ansys, R-Bioconductor

Languages

Persian: Native

English: C1 (Fluent) | IELTS: Overall score 7

German: Goethe-Zertifikat B2

Posters & Presentations

• Contributed talk: ECMTB 2024, University of Castilla La Mancha, Toledo, July 2024
• Contributed talk: Workshop on Computational Models in Biology & Medicine, CRTD Dresden, June 2024
• Invited talk: Institute of Medical Information & Biometry, Carl Gustav Carus Uniklinikum, Dresden, March 2024
• Poster presentation: Max-Planck-Institut für Evolutionsbiologie, Plön, April 2023
• Poster presentation: e:Med Meeting 2022 on Systems Medicine, Heidelberg, Nov 2022