Certy Decor
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About Me
Hello, I’m Amir!
I am currently a Ph.D. student in the BME Department at Johns Hopkins University and simultaneously pursuing a double Masters degree in Applied Mathematics and Statistics and BME. I developed a comprehensive intracranial EEG monitoring tool capable of detecting and localizing seizure events using dynamical networks theory and machine learning. My research interests also include epilepsy seizure prediction, brain stimulation, and seizure network analysis using graphical models. I hold a bachelor’s degree in biomedical engineering with a minor in electrical engineering from Tehran Polytechnique and have interned at the Donders Centre for Cognitive Neuroimaging in the Netherlands, where I worked as a software developer on sleep recording and modulation technologies. Additionally, I have extensive experience as a software developer and embedded system designer, particularly in international robotics competitions like RoboCup.
personal information
- Full Name
- Amir Hossein Daraie
- D.o.b.
- 13th September 2000
- address
- 318 Hackerman Hall, Johns Hopkins University, 3400 North Charles Street, Baltimore MD 21218
- adaraie1 [at] jhu.edu / daraieamirh [at] gmail.com
- phone
- +1 (443) 388 4810
languages
English
Professional
Persian
Native
German
Intermediate
Professional Skills
- Medical Data Analysis
- Expertise in patient data management, statistical analysis, and machine learning for biomedical research.
- Neural Data
- Skilled in EEG data acquisition, neural signal processing, spike sorting, and data visualization.
- Research & Development
- Proficient in biomedical device development, software creation for neural analysis, and clinical research collaboration.
- Leadership & Communication
- Experienced in leading teams, communicating complex concepts, and publishing research.
Professional Skills
Python
MATLAB
C/C++
Statistics & machine learning
Medical data analysis
Control theory & signal processing
work experience
2022 - Present
Johns Hopkins University School of Medicine
Graduate student researcher
Developed an EEG tool for seizure detection and localization using machine learning. Conducted research on seizure prediction and brain stimulation. Analyzed clinical neural data, created real-time processing software, and collaborated with interdisciplinary teams. Patented and published innovations and findings and also mentored junior researchers.
2021 - 2022
Donders Institute, Netherlands
Research Intern
Developed software for home-based sleep recordings and sleep modulation with a focus on lucid dream induction and sleep staging using single-channel EEG and machine learning algorithms.
2014 - 2019
RoboCup Federation
Engineer and team leader
Developed software and hardware for autonomous rescue robots, programmed and implemented navigation algorithms, and mentored over 10 students in programming and PCB design.
Education
2022 - Present
Johns Hopkins University
Ph.D. in Biomedical EngineeringAdvisors: Dr. Sridevi V. Sarma, Dr. Adam S. Charles, Dr. Joon Yi-Kang (MD)
Area of research: Epilepsy monitoring and treatment
2022 - Present
Johns Hopkins University
Double masters degree in BME & Applied Mathematics and StatisticsArea of focus: Statistics and Statistical Learning
2018 - 2022
Amirkabir University of Technology
Bachelors degree in Biomedical EngineeringMinor in Electrical Engineering
GPA: 3.8/4
Clients
References
During Amir’s period in Donders Sleep and Memory Lab from July to October 2021, Amir gained extensive experience in wearable sleep sensor technology and big sleep EEG data analysis. He played a crucial role in developing a real-time controller for a sleep EEG wearable, demonstrating exceptional talent, motivation, and learning abilities. Amir quickly mastered necessary sleep research skills, asked insightful questions, and maintained a positive, proactive attitude. He exhibited outstanding independent thinking, problem-solving skills, and the ability to meet deadlines under high workload conditions. Despite the challenges of the pandemic, Amir’s enthusiasm, teamwork, and effective communication made him an invaluable asset to our lab. I highly recommend him and believe he will be a valuable addition to any academic environment.
Portfolio
Certy Art
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Certy Art
Art /
- Project
- Certy Bottle
- Client
- Private Collectioner
- Delivered
- May 2017
More Projects
Certy Garden
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Certy Tree
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Certy Сactus
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Certy Chair
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Certy Decoration
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Interests
Blog
For those who are interested in latest trends in graphic and industrial design may be found useful and intersting to read my Blog. I am writing daily posts which includes freebies and giveaways as well. I would be glad to any comment and will appreciate your questions and feedback.