Eric Du Email & Phone Number

California, United States

• Malaria Diagnosis Using Convolutional Neural Networks: Successfully applied machine learning to critical health problem, exceeding 93% accuracy on a dataset of 27,588 segmented cell images.• Accomplished 95% accuracy on MNist sign language dataset utilizing deep learning models, processing and augmenting over 30,000 data samples, enhancing model training and validation performance using Python, Tensorflow, Keras.• Conducted over 20 hyperparameter tuning experiments… Show more • Malaria Diagnosis Using Convolutional Neural Networks: Successfully applied machine learning to critical health problem, exceeding 93% accuracy on a dataset of 27,588 segmented cell images.• Accomplished 95% accuracy on MNist sign language dataset utilizing deep learning models, processing and augmenting over 30,000 data samples, enhancing model training and validation performance using Python, Tensorflow, Keras.• Conducted over 20 hyperparameter tuning experiments learning to a 20% improvement in model efficiency and performance.• Communicated with a team of 5 other researchers, improving design upon receiving feedback. Show less

Walnut Creek, California, United States

Worked as barista at Chalogy, prepared boba drinks and rolled ice cream. Assisted owners with translation and menu design.

Walnut Creek, California, United States

Filmed and produced marketing material for TARC national rocketry competition. Launched model rockets incorporating PCBs, electronic fans and parachutes.

Irvine, California, United States

• Utilized scientific methods to assess lithium-ion battery capacities, implementing statistical modeling and programming to analyze results, along with strict specifications.• Prepared cathode material and lithium-ion battery cells, enhancing efficiency in testing and analysis.• Maintained lab integrity through calibration of equipment and meticulous cleaning, implementing protocols to ensure accuracy.

Bachelor'S Degree, Sophomore

High School Diploma