Priyanka Perumalla

Develop and maintain low-level networking software in C++ for Hyper-V Network Virtualization, including vSwitch, L1VH, NetVSC, and SR-IOV datapaths. Designed telemetry and diagnostics tooling, resolved critical kernel networking issues, and implemented an MCP server for AI-assisted investigation workflows.

Implemented 24 ETL/ELT pipelines to integrate data from multiple sources into a centralized Snowflake data warehouse. Monitored and maintained data integration processes on Snap Logic and Prefect to ensure data integrity and timely delivery.

Built a service in Java using AWS services to track initialization faults in AR floor robots, reducing triage time from 3+ hours to 15 minutes per week. The service identified single point failures and notified specific owners.

Built a cluster diagnostic tool in C++ to collect performance and counters data of garbage collection scans and map-reduce jobs. Enabled storing and publishing of historical build data to services like Virtual Disks and Databases.

Built and automated purchase data pipelines and migrated ML models to the cloud to support anomaly detection in recognizing fraudulent transactions, rendering them as Power BI near real-time dashboards.

Led a team to build 'Insights', an embedded analytics feature used by 200+ Credit Unions in the US. Built data pipelines for predictive analytics using AWS, Airflow, and Python, and integrated the feature into the backend Go application.

Designed and implemented a Loan Profiler System used by 1M+ customers to parse application details, make loan decisions, capture transactions, and display lending profiles. Built features for BI, market intelligence, and hindsight analytics as part of CEO's tech team.

Built a Nutritional Calculator for Slurrp (API) to track daily food consumption and suggest recipes that best fit unmet nutrients for a particular day.

Explored applications of deep learning based computational techniques in structural biology for structural elucidation of proteins. Provided a review on the tool which best fitted the problem statement.

Master of Science in Computer Science from the University of Massachusetts, Amherst from 2022 to 2024.

Integrated Dual Degree B.E in EEE and M.Sc in Biological Sciences from Birla Institute of Technology and Science, Pilani from 2016 to 2021.