Warren Vu Email & Phone Number

Remote First, Us

Austin, Tx, Us

• Contribute towards solving machine perception research problems with deep learning.• Implemented a new metric for Pedestrian Trajectory Projection that provides Euclidean distance, Bivariate Mahalanobis Distance, and multivariate Mahalanobis distance. The multivariate mahalanobis distance takes in data, fits a Gaussian Mixture Model with the best BIC to find the clusters, and then uses clusters to calculate the distance.• Implemented custom Pytorch Dataset for time series. Designed a CNN model and implemented an LSTM model for vehicle following. Implemented bivariate negative log loss, average displacement error, and final displacement error metrics.

Austin, Tx, Us

Undergraduate tutor for Intro to Computing and Intro to Embedded Systems for the Fall 2020 Semester. Probability/Random Processes tutor for 2020-2021 academic year

Austin, Tx, Us

Undergraduate TA for Probability/Random Processes in the ECE Department.

Round Rock, Texas, Us

• Created a low-code NLP library to simplify tasks such as creating summaries of large texts, performing sentiment analysis, extracting named entities, creating topic models on data.• Implemented support for 12 languages (using translation to English) with the ability to add more languages and use hardware acceleration. • Developed an interface for users to utilize the library to train custom Named Entity Recognition models to perform tasks such as recognizing new entities such as products or computer components.

Round Rock, Texas, Us

• Collaborated with business teams to determine and verify item grading standards and wrote an automated python script to apply those standards to legacy and incoming data.• Utilized string similarity with Levenshtein distance or Manhattan distance to label new and unique inputs.

Houston, Texas, Us

Houston, Texas, Us