- Conducted model training and evaluation for image classification, object detection, time series prediction, and semantic segmentation- Developed an end-to-end OCR system to read package labels- Developed a solution for resource allocation using operations research methods

- Developed tools for image dataset preprocessing, augmentation, pruning- Conducted deep learning model training and evaluation for image classification and object detection

Developed a customer churn prediction model (achieved ROC AUC = 0.83) involving feature extraction/engineering (using SQL), model training & A/B testing (Python)

• Collaborated in a team of eight for research projects involving data acquisition, data analysis, and report submission, as well as research paper and grant proposal submissions.• Performed data preprocessing and statistical analysis on EEG signals using Matlab.• One first-authored journal paper, titled “Between-Frequency Topographical and Dynamic High-Order Functional Connectivity for Driving Drowsiness Assessment”, has been published in in IEEE Transac-tions on Neural Systems and… Show more • Collaborated in a team of eight for research projects involving data acquisition, data analysis, and report submission, as well as research paper and grant proposal submissions.• Performed data preprocessing and statistical analysis on EEG signals using Matlab.• One first-authored journal paper, titled “Between-Frequency Topographical and Dynamic High-Order Functional Connectivity for Driving Drowsiness Assessment”, has been published in in IEEE Transac-tions on Neural Systems and Rehabilitation Engineering, Vol. 27, No. 3, in March 2019.• Two first-authored conference papers, titled “Performance Improvement of Driving Fatigue Identification Based on Power Spectra and Connectivity Using Feature Level and Decision Level Fusions” and “Cortical Functional Connectivity during Praxis in Autism Spectrum Disorder”, have been published in Engineering in Medicine and Biology Conference (EMBC) 2018 and 2019 respectively. • One co-first-authored research paper, titled “Topological Re-organization of the Brain Connectivity during Olfactory Adaptation - an EEG Functional Connectome Study”, has been published in the 9th International IEEE EMBS Conference on Neural Engineering (NER’19). Show less

• Analyzed the eye reflex signals for data classification under the mentorship of the Principal Investigator of Neuromorphic Engineering and Robotics Lab.