ARTIN TAJALLI
Buffalo
Overview
4
4
years of professional experience
1
1
Certification
Work History
Research Assistant
Canon Stroke and Vascular Research Center
Buffalo
06.2025 - 08.2025
- Performed hyperparameter tuning to optimize precision and recall on an imbalanced dataset obtained from the Aneurysm API Map.
- Explored quantum machine learning techniques to evaluate the trade-offs between classical and quantum machine learning approaches.
- Attempted to find a balance between bias and variance to improve model generalization.
- Implemented models using the TensorFlow library.
Research Assistant
QAS.AI
Buffalo
05.2024 - 09.2024
- Focused on machine learning skills including image processing, CNN training, data augmentation, and image classification.
- Worked on optimizing image prediction by modifying model preprocessing and training methods.
- Engaged in data curation to generate training datasets for pipeline aneurysms.
Sales Associate
TJX Companies
Fayetteville
10.2021 - 01.2024
Education
Bachelor's degree - Biomedical Engineering
University At Buffalo, The State University of New York
05.2026
Skills
- Python
- TensorFlow
- Deep Learning
- Convolutional Neural Networks (CNNs)
- Quantum Theory
- Java
- Data Augmentation
- Decision Trees
Certification
- Supervised Machine Learning (Regression and Classification), Certification Link
- Advanced Learning Algorithms, Certification Link
Projects
- Developed an AdaBoost algorithm from scratch using decision trees as base learners, implementing metrics such as information gain, entropy, and Gini score to optimize splits.
- Current ongoing Senior Design Project on Occlusion Prediction in Coiled Aneurysms.
- Developed a neural network from scratch implementing forward and backward propagation.
Languages
- English
- Persian
Timeline
Research Assistant
Canon Stroke and Vascular Research Center
06.2025 - 08.2025
Research Assistant
QAS.AI
05.2024 - 09.2024
Sales Associate
TJX Companies
10.2021 - 01.2024
Bachelor's degree - Biomedical Engineering
University At Buffalo, The State University of New York