Content understanding and ranking applications

Snap Up Apprentice

• Designed a conversational AI service to navigate automated SMS/email/web engagements based on user’s free-form responses

• Explored BART-MNLI for zero-shot classification of intents from natural language input

• Built customized Rasa chatbots for few-shot intent detection over message-queue architecture

CSCI 360 - Introduction to Artificial Intelligence with Prof. Sven Koenig. Held office hours to help students with coursework, graded assignments and exams.

• Evaluated convolutional and GAN-based deep learning models as an alternative method for RGB to hyperspectral image conversion

• Achieved minimum mean absolute error of 0.018 for 5-layer autoencoder model