Vinh Le Email & Phone Number

Los Angeles, Ca, Us

Los Angeles, Ca, Us

Goleta, California, United States

Performing research and development of AI models and other algorithms for government and commercial customers.

Cambridge, Massachusetts, United States

Constructed and trained a UNet(a type of convolutional neural network) which exceeded state-of-the-art performance on high resolution neuron image segmentation(>98% accuracy). Managed data pipelines efficiently for thousands of high-resolution images, and performed multi-GPU parallel training for rapid prototyping. Developed novel preprocessing techniques and custom model performance metrics to train the model efficiently and accurately present results. Converted a EfficientNet model from Keras to PyTorch, ensuring weights and performance are the same.

Cambridge, Massachusetts, United States

Created reinforcement learning models to represent typing tendencies based on a traditional QWERTY keyboard. Studied recurrent neural networks(RNNs) to construct language models to have human-like biases. Performed data analysis on over 20000 keystroke data points from TypeRacer. Developed probabilistic maps of keyboards to estimate error of typing given a phrase.

Cambridge, Massachusetts, United States

Built and benchmarked multiple deep learning models to decide on an optimal inference model for real-time emotion classification. Analyzed audio and video files across multiple datasets to ensure quality of data. Then worked on preprocessing and generating training data.

Boston Massachusetts

Produced a Long Short Term Memory (LSTM) network for text-to-text summarization.Applied the model to automated banking interviews to increase efficiency for communication between customers and banks. Attended daily stand-up meetings and followed Agile development practices.

Cambridge, Massachusetts

Developed data structures to neatly hold information from TextGrid files allowing for efficient cleaning of data. Evaluate and update speech databases that have been labeled for their acoustic cues.

Cambridge, Massachusetts

Aiding research to discover the specific functions of the anterior thalamus region. Performing behavioral experiments, technical brain work, and histology(mounting slides and imaging).

Long Beach, California

Assisted Port of Long Beach engineers, construction managers, and other staff with building construction. Troubleshooted wiring and circuit boards within a complex security system

Master Of Science - Ms, Computation And Cognition

Bachelor Of Science - Bs, Computation And Cognition