Sarina Heshmati

Sarina Heshmati

Computer Science Student

Computer Science Student

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Open to Research Collaborations

Hi, I'm Sarina.

I am a final-year Computer Science major at Amirkabir University of Technology (Tehran Polytechnic). I am top ranked among the Fall 2021 CS entrants, with a GPA of 3.97 out of 4 (19.06 out of 20). I am also a highly passionate and dedicated researcher. Alongside my research, I have extensive experience as a teaching assistant, which has not only deepened my understanding of various topics but also enabled me to support others in their learning journeys.

Research Interests

• Data-driven Healthcare Monitoring

• Reliable Models for Health Applications

• Edge Computing for IoT Systems

• Robust and Efficient Optimization Methods

My Skills

Python

C++ & C

Java

Matlab

LATEX

PyTorch

Scikit-Learn

Pandas

Keras

NumPy

SeaBorn

TensorFlow

SpaCy

Hugging Face Transformers

PostgreSQL

Flask

REST APIs

Django

Docker

Experience

Research Experience

NeuroWave: A Hybrid Framework for EEG-Based Parkinson’s Diagnosis

Detection and Classification of Psychiatric Disorders Using EEG Signals: Integrating Foundation Models with Deep Learning Techniques Jul 2024 - Present

NeuroWave: A Hybrid Framework for EEG-Based Parkinson’s Diagnosis

Data Balancing Strategies: A Survey of Resampling and Augmentation Methods

Data Balancing Strategies: A Survey of Resampling and Augmentation Methods

Data Balancing Strategies: A Survey of Resampling and Augmentation Methods

Interpretable Detection of ADHD using Kolmogorov-Arnold Networks

Interpretable Detection of ADHD using Kolmogorov-Arnold Networks

Interpretable Detection of ADHD using Kolmogorov-Arnold Networks

Analyzing Brain, Image, and Text Embeddings of Medical Stimuli Using Foundation Models

Analyzing Brain, Image, and Text Embeddings of Medical Stimuli Using Foundation Models

Analyzing Brain, Image, and Text Embeddings of Medical Stimuli Using Foundation Models

Teaching Assistant Experience

Numerical Linear Algebra

Numerical Linear Algebra

Numerical Linear Algebra

Foundation of Numerical Analysis

Foundation of Numerical Analysis

Foundation of Numerical Analysis

Principles of Operating Systems

Principles of Operating Systems

Principles of Operating Systems

Advanced Programming

Advanced Programming

Advanced Programming

Linear Algebra

Linear Algebra

Linear Algebra

Data Structures and Algorithms

Data Structures and Algorithms

Data Structures and Algorithms

Test Scores

IELTS Academics

Detection and Classification of Psychiatric Disorders Using EEG Signals: Integrating Foundation Models with Deep Learning Techniques Jul 2024 - Present

IELTS Academics

GRE General Test

Detection and Classification of Psychiatric Disorders Using EEG Signals: Integrating Foundation Models with Deep Learning Techniques Jul 2024 - Present

GRE General Test

Extracurricular Activities

Lecturer, DAI-DAY: Amirkabir Data Mining and Artificial Intelligence Day

Lecturer, DAI-DAY: Amirkabir Data Mining and Artificial Intelligence Day

Lecturer, DAI-DAY: Amirkabir Data Mining and Artificial Intelligence Day

Computer Science Conference Volunteer Executive Member

Computer Science Conference Volunteer Executive Member

Computer Science Conference Volunteer Executive Member

Honors & Awards

  • Top ranked among the Fall 2021 CS entrants.

  • Achieved top 0.5% place in Nationwide University Entrance Exam for B.Sc. in Math. and Engineering (∼ 130,000 applicants), Iran, 2021

  • Achieved Gold Medal & GoldenTicket at the World Mathematics Championships (WMC) (International mathematics competition) in 2018.