I'm building infrastructure automation and reliability solutions at BofA Continuum, including TLS certificate renewal workflows with Venafi WebSDK and Ansible that eliminated 1,000+ hours of development effort.
I use Python, Selenium, OpenShift, and React/FastAPI to reduce operational toil, prototype predictive autoscaling from historical cluster patterns, and deliver KPI tracking tools for leadership and stakeholders.
As a UIUC research intern, I engineered NBTest, a cell-level regression testing framework for ML Jupyter notebooks. I automated more than 21,000 assertions across 592 notebooks and contributed to research accepted at ASE 2026.
I've also contributed through Google Summer of Code with the STEllAR Group, standardizing 50+ HPX benchmarks and integrating Nanobench with CMake and Jenkins CI. My projects span high-performance ML in C++, video recommendation with TensorFlow, and terminal graphics tooling.
