Azadeh Sereshki Email & Phone Number

Edmonton, Ab, Ca

Toronto, Ontario, Canada

• Conducted comprehensive literature reviews and data extraction using Covidence across multiple databases for evidence-based research.• Performed data wrangling and cleaning of large MEG datasets using pandas and numpy, ensuring data integrity for advanced analysis.• Created impactful visualizations of complex datasets using Matplotlib, Seaborn, and ggplot2 to enhance data interpretation.• Developed a hierarchical clustering model on MEG aperiodic signal features using Scikit-learn and TensorFlow to identify data-driven groups in autism, ADHD, OCD, and neurotypical individuals.• Conducted statistical analyses (ANOVA, Shapiro-Wilk, Kruskal-Wallis, Chi-Square) using SciPy to evaluate cluster differences in demographic and behavioral data.• Developed and optimized a random forest classification model using Scikit-learn and TensorFlow, improving model accuracy and predictive performance.• Presented complex technical data at national and international conferences to diverse audiences.• Collaborated with multidisciplinary teams to interpret data and improve research outcomes.

Toronto, Ontario, Canada

APS105: Computer FundamentalsCSC165: Mathematical Expression and Reasoning for Computer ScienceCSC263: Data Structures and Analysis• Provided guidance and clarification on fundamental programming concepts, ensuring students understood basic computer operations.• Supervised laboratory sessions, assisting students with hands-on programming exercises and debugging code.• Evaluated student assignments and exams, providing constructive feedback to help improve their programming skills.

Toronto, Ontario, Canada

• Coordinated, drafted, reviewed, and submitted REB protocols for a 60-subject chronic neck pain MRI study, covering study approval, amendments, deviations, adverse events, consent forms, and advertisements to investigate functional and structural brain changes.• Applied advanced research techniques, including fMRI and DTI, and utilized software tools like FSL to optimize MRI data analysis and interpretation.• Managed research projects using Jira, achieving key milestones efficiently and on time.

Tehran Province, Iran

• Recruited 20 healthy participants and evaluated body composition using the InBody Test system to study mental and muscular fatigue through EEG and EMG analysis.• Simultaneously collected EMG signals from muscles using bipolar surface electrodes and EEG signals with the 10-20 system (g.USBamp) to examine muscle and mental fatigue.• Preprocessed and extracted EMG signal features in MATLAB to assess muscle fatigue.• Preprocessed EEG signals using Independent Component Analysis (ICA) to remove artifacts and analyzed the EEG power spectrum with the EEGLAB toolbox in MATLAB to investigate mental fatigue.• Conducted t-tests in SPSS for hypothesis testing and group comparison.

Tehran, Tehran Province, Iran

• Developed expertise in troubleshooting and optimizing biomedical equipment using data-driven insights.• Delivered technical support to medical staff, enhancing equipment functionality through data analysis.• Applied problem-solving skills to improve biomedical system efficiency, providing actionable solutions to healthcare teams.

Master Of Science - Ms, Biomedical Engineering, 4/4

Thesis Title: An Investigation of E-I Balance in Autism, ADHD, and OCD The project was on autism, ADHD, and OCD and aims to fill.

Master Of Science - M.Sc, Biomedical Engineering/Rehabilitation Engineering, 18.59/20

Thesis Title: The effect of the association between mental and muscular fatigue using kinematic analysis on the upper limb The project was.

Bachelor Of Science - Bs, Biomedical Engineering/Clinical Engineering

My B.Sc. project's title was “Classifying and distinguishing between three activities of walking, going up and down the stairs and talking.