About
A driven individual who loves to tinker and build things- from random and fun websites, to
data science models, to functional 3D printed parts. Execution is the name of the game: even
if I am not immediately familiar with the concepts or technologies required to get the job
done, I am able to quickly pick it up and deliver.
Projects
AI / ML
Leveraging techniques from the natural language processing and large language model domains, I trained a BERT-style architecture from scratch to generate embeddings from sequences of user telemetry data. These could then be used for various tasks such as churn prediction, and conversion propensity.
Analytics
I developed a platform on top of Azure's Data Explorer platform (ADX) which allowed for business and product stakeholders to rapidly construct their own conversion funnel reports with arbitrarily defined flows. This removes the time-consuming ETL step of heavy clickstream data from the end user.
Analytics
I built a dashboard in PowerBI on top of a tabular model in Azure Analysis Services that allowed users to slice and dice user segments by over a hundred dimensions, and get instant insights on the segment demographics and transaction patterns.