May 2021 – Feb 2026 · 4 yrs 9 mos · California, United States

• Machine Learning
• Produced and presented a literature review on utilizing Machine Learning methods for Software Supply Chain Security
• Experimented with Deep Learning Models like CNN, BERT and T5 to create a proof of
• concept for analyzing security behaviour in changelists
• Designed and implemented a large-scale data pipeline on Apache Flume to process around
• 240,000 crash reports and identify culprit changelists
• Fine-tuned a Gemini-based internal Large Language Model to predict the likelihood of a
• changelist causing a crash using TensorFlow, JAX, and XManager
• Security
• Built SLSA complaint provenance generation and authorization infrastructure for
• Chrome Android builds to ensure Supply Chain Security
• Implemented network separation of compile and test processes for releases on all Chrome
• platforms to enable verifiable builds
• Delivered a Python module to collect and normalize third-party metadata for a Chrome Software Bill of Materials (SBOM)
• Developed a tool that improved the coverage of automated vulnerability monitoring metadata for Chromium third-party packages by 21%
• Completed 25+ security reviews for new features and product launches in Chrome infrastructure

May 2017 – Jul 2019 · 2 yrs 2 mos · Bengaluru Area, India

• Designed and implemented a hierarchical model for Automatic Content Recognition web servers in Javascript and Node.js which increased the server capacity by 42.8%
• Handled the migration of data pipeline from MySQL servers to Hadoop and Apache Kafka which decreased the server latency by 10 milliseconds and provided a better data storage model
• Created dashboards to monitor the performance of different multiple server clusters using React.js

May 2016 – Jul 2016 · 2 mos · Hyderabad

• Built components to enable real-time event detection of data for Andon Systems thereby decreasing latency required for cleansing and ingestion to Machine Learning algorithm by 24 hours

May 2015 – Jul 2015 · 2 mos · Mumbai, Maharashtra, India

• Programmed publish and subscribe functionality to IBM’s Internet of Things Foundation using MQTT protocol in Java and integrated it to Raspberry pi