ML Training Scheduling Team - Meta Supper Intelligence Lab (MSL)

Senior Software engineer in the AI Infrastructure group - working on a next-generation scheduling system for ML training jobs at Facebook

Developed a Deep Learning system for anomaly detection using Triplet Loss and Auto Encoder.

Worked on a novel architecture inspired by GANs that aims to solve the problem of semi-supervised learning.

Engineered a Reinforcement Learning based agent which recommends ineffective instructional components in an online course using individual student's learning trajectories. Learned about various student performance modelling methods such as Bayesian Knowledge Tracing, Additive Factor Models (AFM), etc. Implemented AFM as a linear mixed model in R.

Worked on Inventory Localization and Recognition system by implementing scalable triplet loss network for classifying more than 10k items. Formalized the complete backend design and built it using Tensorflow.

Led the development of Azure cloud text search service with Walmart's Data Labelling Platform. Wrote low latency REST APIs in Java, which takes text input from Frontend, generates customised Search Query and communicates with Azure Search.