At Morgan Stanley, I transformed a legacy single-node time-series database into a distributed Apache Spark architecture handling 700GB+ of daily multi-region data streams. This removed a 2TB hardware memory limit and accelerated processing by over 50% per stream.
I’ve also developed financial data services and resilient microservices, and designed asynchronous trade tracking with restart recovery to prevent data loss. Earlier, I built Wissen’s Interview Ninja Tool and developed interface modules for Morgan Stanley Wealth Management’s retirement portfolio planning system.

