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sammalik-lgtm

PROFILE

Sammalik-lgtm

Over a two-month period, contributed to the Shubhamsaboo/adk-samples repository by developing security-focused features for large language model agents. Built and integrated the CaMeL agent, establishing a framework that separates control and data flows to defend against prompt injection and enforce fine-grained access control. Designed architecture components such as QLLM, CaMeLInterpreter, PLLM, and LoopAgent to enable secure, reliable task execution. Later, delivered safety guardrail plugins—Gemini as a Judge and Model Armor—to filter user messages and model responses, preventing harmful content and session poisoning. Work utilized Python, system design, and plugin architecture to enhance model safety and governance.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
2
Lines of code
10,594
Activity Months2

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for developer work on repository Shubhamsaboo/adk-samples, focusing on feature delivery and safety guardrails that improve model safety and user session integrity.

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 highlights: Delivered security-first CaMeL agent integration into the ADK Samples repository, establishing a framework to safeguard LLM interactions by separating control and data flows and enforcing fine-grained access control. Implemented architecture components (QLLM, CaMeLInterpreter, PLLM, LoopAgent) to enable reliable, secure task execution and to defend against prompt injection. The change is captured in commit 5987a9e02d17e979b5ae9847ebf3c38a2126ad20 (Add CaMeL agent into ADK Samples (#222)).

Activity

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Quality Metrics

Correctness90.0%
Maintainability85.0%
Architecture95.0%
Performance75.0%
AI Usage50.0%

Skills & Technologies

Programming Languages

MarkdownPythonShell

Technical Skills

API IntegrationAgent Development Kit (ADK)Backend DevelopmentGoogle Cloud PlatformLLM AgentsPrompt Injection DefensePythonSecuritySystem Design

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

Shubhamsaboo/adk-samples

Jul 2025 Sep 2025
2 Months active

Languages Used

MarkdownPythonShell

Technical Skills

API IntegrationAgent Development Kit (ADK)LLM AgentsPrompt Injection DefensePythonSecurity