Eda AYDIN

Turkey

@edaaydinea

Clinical Research Data Scientist

Badges

Problem Solving
CPP
Java
Python
Days of Code
Days ofStatistics
Sql

Certifications

Work Experience

  • Digital Content Creator

    AI Coding Woman•  June 2020 - Present

    AI Coding Woman is a blog I created to share my passion for technology and to support people who want to progress in this field as well as helping them to reach the most accurate information in this field.

  • Clinical Research Data Scientist

    Neural AI Integration Research Lab•  June 2024 - Present•  New York, USA

    I am conducting cutting-edge research in neurogenomics to understand the genetic basis of neurological diseases by analyzing large-scale genomic and clinical datasets, identifying biomarkers, and developing advanced machine learning models. Collaborating with interdisciplinary teams, I contribute to scientific publications and presentations, utilizing computational tools and bioinformatics pipelines to integrate and interpret multi-omics data.

  • Graduate Student Researcher

    Neural AI Integration Research Lab•  February 2023 - June 2024•  Remote

    I worked on analyze brain data (EEG, fMRI) using machine learning to decode brain signals and develop brain-computer interfaces. I collaborated with researchers to build advanced models for specific neuroscience projects.

  • Deep Learning Engineer

    Hevi AI•  May 2023 - June 2024•  Remote

    I built NLP models to analyze medical data, focusing on disease detection and summarization from chest X-rays. I also applied machine learning to mammogram analysis, including image processing, data quality control, and model development.

  • Graduate Student Researcher

    Wicking Dementia Research and Education Centre•  February 2022 - July 2022•  Hobart, Tasmania, Australia

    I enrolled in a comprehensive Dementia Research Program that provides work in both understanding the risk factors and potential preventative measures for dementia, as well as examining the diseases that cause dementia, how they impact the person with dementia and the treatments and care practices that enhance quality of life across the trajectory of dementia for people with the condition, their families and caregivers.

  • Graduate Student Researcher

    Wicking Dementia Research and Education Center•  March 2022 - May 2022•  Hobart, Tasmania, Australia

    I enrolled in the Traumatic Brain Injury Research program which provides work in investigating the bio-mechanics, pathology, and long-term effects of traumatic brain injuries across the lifespan.

  • Graduate Student Researcher

    Menzies Institute for Medical Research•  September 2021 - December 2021•  Hobart, Tasmania, Australia

    I enrolled in a Multiple Sclerosis research program that provides work in gaining insights covering the biology, diagnosis, risk factors, management, and persoanl experience of living with MS.

  • Summer Research Intern

    Center for Brains, Minds and Machines•  August 2021 - September 2021

    Enrolled in the Brains, Minds, and Machines (BMM) summer online course, and this program provides a "deep end" introduction to the problem of intelligence how to brain produces intelligent behavior, and how we may be able to replicate intelligence in machines.

  • Artificial Intelligence Project Development Intern

    3Bitz Tech & Marketing Agency (Conff R&D)•  January 2019 - September 2019

    - Designed Text Analysis application between 2 or 3 text documents by using Python language and NumPy, NLTK libraries

Education

  • University of Colorado at Boulder

    Data Science, Graduate Program•  January 2024 - Present•  GPA: 4

  • Columbia University, New York

    Computer Science, Biomedical Enginering, MicroMaster•  September 2021 - August 2024•  GPA: 4

    Joint Consideration in Machine Learning, Computational Biology, Neural Engineering

  • Columbia University, New York

    Artificial Intelligence, Micro Master•  September 2020 - August 2021•  GPA: 3.33

    Coursework: Artificial Intelligence, Machine Learning, Robotics, Animation and CGI Motion

  • Istanbul AltınbaÅŸ University

    Computer Science & Engineering, BE•  September 2014 - June 2019•  GPA: 2.98

    Coursework: Artificial Intelligence, Computer Graphics

Skills

Algorithm
Data Structure
SQL
Python(Advanced)
R
Julia
MATLAB