Omid Mohebi

Omid Mohebi

Data Scientist & ML Researcher

About

Data Scientist and ML Researcher specializing in AI/ML solutions for healthcare, neuroscience, and mobile applications. Experience includes machine learning, deep learning, mobile development, and project management. Work has focused on deploying AI models for diagnostics, leading technical teams, and managing software development projects.

Work

National Brain Center

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Data Scientist & ML Researcher

Tehran, Iran

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Summary

Researched and developed machine learning models for neuroscience applications, while leading teams to digitalize medical forms and establish a national biobank.

Highlights

Researched and developed advanced machine learning models for neuroscience applications, including brain-computer interfaces and neuroimaging.

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, contributing to the development of a national-scale biobank for health research.

University of Science and Culture

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Research Assistant

Tehran, Iran

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Summary

Conducted extensive literature reviews and developed metaheuristic algorithms, contributing to academic publications under Dr. Azadeh Tabatabei.

Highlights

Reviewed extensive literature and analyzed research data to inform algorithm development and testing.

Developed and tested metaheuristic algorithms, including GA, PSO, and GWO, through simulations.

Contributed to multiple papers, books, and technical reports, enhancing research output.

University of Science and Culture

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Teaching Assistant, Computational Intelligence

Tehran, Iran

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Summary

Provided comprehensive academic support for Computational Intelligence courses, managing grading and delivering student guidance.

Highlights

Assisted Professor Jalaei with core lecture support, covering Fuzzy Logic, Neural Networks, and Metaheuristics, and facilitated in-class content delivery.

Managed all assignment and exam grading for over 50 students, providing timely and constructive feedback that improved learning outcomes.

Conducted regular guidance sessions to support student problem-solving and clarify complex course material, enhancing comprehension.

University of Science and Culture

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Teaching Assistant, Data Structures and Algorithms

Tehran, Iran

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Summary

Supported lecture delivery and managed classroom activities, creating educational content and facilitating problem-solving sessions for students.

Highlights

Supported Professor Saleh in delivering lectures and managing classroom activities for Data Structures and Algorithms.

Created engaging video content and supplementary lectures for students, enhancing remote learning accessibility.

Held regular sessions to assist students with problem-solving and reinforce understanding of core course concepts.

University of Science and Culture

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Research Assistant

Tehran, Iran

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Summary

Conducted literature review on Josephson junction-based QPUs and co-authored a significant review paper.

Highlights

Conducted comprehensive literature review on Josephson junction-based Quantum Processing Units (QPUs).

Co-authored a review paper, contributing to advancements in quantum computing research.

Iriana Consortium

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Project Manager

Tehran, Iran

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Summary

Oversaw all aspects of software development projects, from inception to successful deployment, managing timelines, budgets, and resources.

Highlights

Oversaw all aspects of software development projects, from initial concept to successful deployment, ensuring project alignment with strategic goals.

Managed project timelines, budgets, and resources effectively, leading to successful delivery of multiple software products.

Defined clear project scope and objectives, developed detailed work plans, and meticulously tracked progress, reducing potential delays by 15%.

Anar Valley Technologies

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Mobile Application Developer

Kabul, Afghanistan

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Summary

Developed cross-platform mobile applications for iOS and Android, focusing on high-performance UI components and API integration.

Highlights

Developed cross-platform mobile applications for iOS and Android using Flutter and Dart, reaching a broad user base.

Designed, built, and maintained high-performance, reusable, and efficient UI components, enhancing user experience.

Integrated with various APIs and third-party services, leveraging NoSQL databases like Firebase Firestore for robust data management.

Microcis Inc.

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Mobile Application Developer

Kabul, Afghanistan

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Summary

Designed and developed cross-platform mobile applications with a strong emphasis on responsive UI and best practices.

Highlights

Designed and developed cross-platform mobile applications using Flutter and Dart, ensuring broad compatibility across devices.

Built responsive and visually appealing user interfaces (UI) with a focus on usability and performance, improving user engagement by an estimated 20%.

Implemented clean, maintainable, and reusable code following best practices, reducing future development time by 10%.

Volunteer

Founder & President

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Artificial Intelligence & Data Science Association, University of Science and Culture

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Founded and led a university association dedicated to promoting Artificial Intelligence and Data Science.

Highlights

Established and grew the Artificial Intelligence & Data Science Association, fostering a vibrant community for over 100 students and researchers.

Organized and oversaw numerous events, workshops, and seminars to promote AI/DS knowledge and collaboration.

Developed strategic plans and initiatives that enhanced the association's impact and reach within the university and beyond.

Executive Team

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11th International Conference on Web Research, IEEE Iran Section

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Contributed as an Executive Team member to the successful organization of the 11th International Conference on Web Research.

Highlights

Collaborated with the executive team to plan and execute the 11th International Conference on Web Research, attracting over 200 participants.

Managed key logistical and operational aspects, ensuring smooth execution of conference events and presentations.

Supported the IEEE Iran Section in promoting cutting-edge research and innovation in web technologies.

Executive Team

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10th International Conference on Web Research, IEEE Iran Section

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Played a key role in the Executive Team for the 10th International Conference on Web Research, facilitating its successful delivery.

Highlights

Contributed to the successful organization of the 10th International Conference on Web Research, engaging a diverse audience of researchers and professionals.

Assisted in coordinating conference activities and managing participant engagement, ensuring a positive experience for attendees.

Supported the IEEE Iran Section in its annual conference initiatives, enhancing its reputation in the research community.

Core Member

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Computer Engineering Association, University of Science and Culture

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Actively participated as a core member, contributing to various projects and events within the Computer Engineering Association.

Highlights

Engaged as a core member to support the Computer Engineering Association's objectives, contributing to over 5 key initiatives.

Contributed to various projects and events, enhancing student experience and fostering a collaborative academic community.

Collaborated with peers and faculty to promote innovation and knowledge sharing in computer engineering.

Education

University of Science and Culture

Tehran, Iran
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Bachelor Computer Engineering Grade: 19.22/20

Kabul Polytechnique University

Kabul, Afghanistan
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Bachelor (incomplete) Information Systems

Awards

EEG sleep signal classification competition winner

Neuroscience Committee of the Congress of AI in Health

Recognized for winning the EEG sleep signal classification competition, demonstrating expertise in neuroscience AI.

Regional Winner, Hult Prize Foundation

Hult Prize Foundation

Awarded as a regional winner for developing localized fruit drying solutions, empowering farmers in Kabul, Afghanistan.

Publications

Validate Before You Marginalize: Decision-Unit-Aware Validation of Inferred Demographic Posteriors for Attribute-Missing Fairness in Sleep Staging

SSRN

Preprint exploring decision-unit-aware validation for fairness in sleep staging with attribute-missing demographic posteriors.

An Overview of Josephson Junctions Based QPUs

arXiv

Co-authored a comprehensive review of Josephson Junctions Based Quantum Processing Units (QPUs), contributing to the field of quantum computing.

Ethical & Legal Considerations in AI Safety (Book Chapter)

Chapman & Hall/CRC, Taylor & Francis Group

Co-authored a book chapter on AI Safety in Healthcare Systems: Resilience, Transparency, and Accountability, addressing critical ethical and legal aspects.

Skills

Programming Languages

Python, C/C++, Dart, JavaScript, SQL.

Machine Learning & AI

PyTorch, TensorFlow, Scikit-Learn, Keras, PyTorch Geometric, Machine Learning, Deep Learning, Computational Neuroscience, AI/ML, Metaheuristic Algorithms, Causal Inference, Interpretable ML, Probabilistic & Uncertainty-aware ML, Algorithmic Fairness & Recourse, Healthcare AI, Digital Health.

Mobile Development

Flutter, iOS Development, Android Development, UI/UX Design, Cross-platform Development.

Databases

NoSQL, Firebase Firestore.

Tools & Technologies

LaTeX, Git, APIs, Third-party Services, Brain-Computer Interfaces, Neuroimaging, Quantum Processing Units (QPUs).

Project Management & Leadership

Project Management, Software Development Life Cycle, Strategic Planning, Team Leadership, Resource Management, Stakeholder Management, Process Optimization, KPI Tracking.

Interests

Research Interests

Machine learning & optimization, Probabilistic & uncertainty-aware ML, Algorithmic fairness & recourse, Causal inference, Interpretable ML, Healthcare AI & digital health, Computational neuroscience.