Systematic Review: Brain Digital Twins for Personalized medicine
Summary
Ongoing research co-authored with Dr. Farzaneh Mahjoubi, focusing on personalized medicine applications of brain digital twins.
About
Highly accomplished Data Scientist and ML Researcher with a robust background in AI, neuroscience, and healthcare data analysis. Proven leader in developing and deploying advanced machine learning models for critical applications, from brain-computer interfaces to national health biobanks. Leverages deep expertise in research, project management, and cross-platform mobile development to drive innovation and achieve impactful results in complex technical environments.
Work
Tehran, Tehran Province, Iran
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Summary
Led research and development of machine learning models for neuroscience applications, building AI solutions for healthcare data analysis and digitalizing national medical forms.
Highlights
Researched and developed advanced machine learning models for neuroscience applications, including brain-computer interfaces and neuroimaging, enhancing diagnostic capabilities and patient outcomes.
Built and deployed AI solutions to analyze healthcare data, significantly improving diagnostics and patient outcomes.
Led research and engineering teams to digitalize national medical forms using AI/ML, spearheading the development of a national-scale biobank for health research.
University of Science and Culture
|Research Assistant
Tehran, Tehran Province, Iran
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Summary
Conducted comprehensive literature reviews and developed metaheuristic algorithms for research data analysis, contributing to academic publications under supervision of Prof. Tabatabaie.
Highlights
Reviewed extensive literature and analyzed complex research data to inform scientific studies.
Developed and tested metaheuristic algorithms (e.g., GA, PSO, GWO) and simulations, advancing research methodologies.
Contributed to multiple papers, books, and technical reports, disseminating research findings.
University of Science and Culture
|Research Assistant
Tehran, Tehran Province, Iran
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Summary
Conducted literature review on Josephson junction-based QPUs and co-authored a significant review paper under supervision of Prof. Hesam Mohseni.
Highlights
Conducted in-depth literature review on Josephson junction-based Quantum Processing Units (QPUs), identifying key research trends and advancements.
Co-authored a comprehensive review paper, contributing to the scientific discourse in quantum computing.
University of Science and Culture
|Teaching Assistant (Computational Intelligence)
Tehran, Tehran Province, Iran
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Summary
Supported core lecture delivery and managed student assignments and feedback for Computational Intelligence courses.
Highlights
Assisted Professor Jalaei with core lecture support, including Fuzzy Logic, Neural Networks, and Metaheuristics, enhancing in-class content delivery.
Managed all assignment and exam grading for students, providing timely and constructive feedback to improve learning outcomes.
Conducted regular guidance sessions, supporting student problem-solving and clarifying course material effectively.
University of Science and Culture
|Teaching Assistant (Data Structures and Algorithms)
Tehran, Tehran Province, Iran
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Summary
Supported lecture delivery and classroom activities for Data Structures and Algorithms, creating educational content and assisting students.
Highlights
Supported Professor Saleh in delivering lectures and managing diverse classroom activities for Data Structures and Algorithms.
Created supplementary video content and lectures to enhance student understanding and engagement.
Held regular problem-solving sessions, assisting students in reinforcing understanding of complex course concepts.
Iriana Consortium
|Project Manager
Tehran, Tehran Province, Iran (Islamic Republic of)
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Summary
Oversaw all aspects of software development projects from inception to deployment, ensuring successful delivery within defined timelines and budgets.
Highlights
Managed end-to-end software development projects, from initial concept to successful deployment, ensuring adherence to strategic objectives.
Managed project timelines, budgets, and resources effectively, achieving successful delivery of multiple projects.
Defined clear project scopes and objectives, developing detailed work plans and tracking progress to ensure accountability and successful execution.
Anar Valley Technologies
|Mobile Application Developer
Kabul, Kabul Province, Afghanistan
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Summary
Developed and maintained cross-platform mobile applications for iOS and Android, focusing on high-performance UI and integration with various services.
Highlights
Developed robust cross-platform mobile applications for both iOS and Android platforms using Flutter and Dart.
Designed, built, and maintained high-performance, reusable, and efficient UI components, enhancing user experience and application stability.
Integrated applications with NoSQL databases (e.g., Firebase Firestore) and various APIs, ensuring seamless data flow and functionality.
Microcis Inc.
|Mobile Application Developer
Kabul, Kabul Province, Afghanistan
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Summary
Designed and developed cross-platform mobile applications with a focus on usability, performance, and clean code practices.
Highlights
Designed and developed responsive cross-platform mobile applications using Flutter and Dart, ensuring broad compatibility.
Built visually appealing user interfaces (UI) with a strong focus on usability and performance, improving user engagement.
Implemented clean, maintainable, and reusable code following best practices, enhancing development efficiency and future scalability.
Education
University of Science and Culture
Tehran, Tehran Province, Iran (Islamic Republic of)
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Bachelor
Computer Engineering
Grade: 19.16/20
Kabul Polytechnique University
Kabul, Kabul Province, Afghanistan
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Bachelor (incomplete)
Information Systems
Research Interests
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Machine learning & optimization, Algorithmic fairness & recourse, Causal inference, Interpretable ML, Healthcare AI & digital health, Computational neuroscience.
Awards
Neuroscience Committee of the Congress of AI in Health Winner
Awarded By
Neuroscience Committee of the Congress of AI in Health
Awarded for winning the EEG sleep signal classification competition.
Hult Prize Foundation Regional Winner
Awarded By
Hult Prize Foundation
Recognized as a regional winner for empowering farmers through localized fruit drying solutions.
Publications
Systematic Review: Preventive Health Data for Brain Health Screening
Summary
Ongoing research co-authored with Dr. Farzaneh Mahjoubi, investigating preventive health data for brain health screening.
Solving the k-MultiMetric Structural Hole Spanner Problem in Social Networks
Summary
Co-authored with Dr. Azadeh Tabatabaie, currently under review for publication.
Ethical & Legal Considerations in AI Safety (Book Chapter)
Summary
Co-authored with Dr. Azadeh Tabatabaie and Taranom Sedighi, currently under review for publication as a book chapter.
Skills
Programming Languages
Python, C/C++, Dart, JavaScript, SQL.
Machine Learning Libraries
PyTorch, TensorFlow, Scikit-Learn, Keras, PyTorch Geometric.
Tools & Technologies
LaTeX, Git, Flutter.