At Tessell, I designed and delivered a multi-cloud Network Readiness platform that coordinates Java microservices, Python workers, and Argo Workflows to validate AWS and Azure customer networks.
I also implemented reusable alert and security frameworks. These let customers manage alert policies and apply existing cloud security groups or reusable security rules to database VMs.
I developed Argus, an intelligent alert-processing framework that uses vector embeddings and historical incident context to infer root causes and recommend resolution steps. It also turns problem–solution mappings into reusable runbooks.
At Morgan Stanley Capital International (MSCI), I designed a configurable screening UI and developed NLP extraction models and agents for legal and financial documents. The extraction work achieved over 85% accuracy in identifying key insights across 10,000+ records.
