Gemini Cloud Abuse. SWE+ML role - Building a platform for unsupervised anomaly detection using clustering algorithms for realtime enforcement.

Cloud AI research

1. LLM Deception - MVP on Model Interpretability and In-Context-Learning to steer the models preventing deception.

2. Verified code generation - Contributed to Google ADK for text to policy code generation and policy enforcement adding security as a first

Received offer from Google Research given my work in Cloud AI

Team lead for a highly critical service in the serving path of Google requests (*70M QPS*). Built the service for Gaia ID management serving at this scale with 4 9 5 availability.

Owned an e2e project partnered with multiple orgs that was showcased in Google Cloud Next'25 - App Centric Management -

https://www.forbes.com//2025/04/09/google-cloud-introduces-application-centric-cloud-for-developers/

Cloud AI Research - LLM Agent safety thru verified code generation.

1. Architected a Secure ADK Plugin (SecureAgent) that connects to VeriGuard Cloud Run service to "compile" natural language security requirements into verified, executable Python policies on startup.

2. Engineered a sandboxed execution environment to mitigate malicious code policy injection and implemented context-aware guardrails to prevent cross-tool data leakage

3. Enabled granular control by injecting security hooks at every stage of the agent lifecycle (pre/post-tool execution and pre/post-model invocation)

4. Implemented a Runtime Tool Wrapper that intercepts specific actions (for e.g. apply_discount), successfully demonstrating multiple flows.

Cloud Security team - Identity and Infrastructure

1. Designed and executed Lifecycle management of GCP resources across all GCP services.

2. Led the project for moving away from the legacy account management system (having Google wide dependency) with clear goals and impact on the OKR to a new distributed ID management service (designed and developed by me) ensuring high reliability.

I worked for the Sellers team. Optimizing the amount Amazon spends in moving the boxes and shipping it safely to the customers.

Project: Config Plane Orchestration

Technologies - Lambda, Step functions, API gateway, Python, Dynamodb, S3

Project: Deprecating RDS

Description