Experiences

Working in the Zillow AI Org.

Currently tech leading applied reasoning team within the Agentic AI org and giving reasoning ability to the copilot for the best end to end real estate experience.
Tech led projects for the Personalization team focused on the improvements for the offsite recommendation experience.
Previously developed Statistical and Machine Learning models for monitoring batch/streaming high-frequency time series data AND spatial data.
Previously developed a state of the art machine learning techniques and root cause detection methods to gain deeper insights on data quality.

Research Scientist at the Statistics and Privacy team working on long-term ML based technologies in the Ads Retrieval Domain

Worked in the Tibco Statistica (formerly Dell Statistica) team.

Developed a Dynamic Time Warping based algorithm for pairwise and batch alignment of time series data for pattern matching for IoT sensors and MSPC applications.
Developed a feature hashing technique for ultra-high dimensional feature selection.

Developed algorithm and implementation of Boosted Tree Models, specifically through partial dependence and interaction detection and on implementation of the Gradient Descent Algorithm.
Developed a novel distributed modeling technique using Alternating Least Squares algorithm to perform dimensionality reduction for large sparse matrix operations.

Developed a novel approach to perform Bayesian reliability optimization with continuous and binary responses for desirability profiling.