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Investment Analyser Agent
Jul 2025 - Jul 2025

Investment Analyser Agent

Deep research for testing investment hypothesis
AI
Python
Google ADK
Perplexity
Agent
LLM

• Engineered an AI-powered Investment Analyzer Agent that performs comprehensive financial research by integrating real-time market data APIs, web scraping for news and social sentiment analysis, and event-driven market impact assessment

• Implemented automated code execution for stress-testing investment strategies using Monte Carlo simulations and backtesting frameworks, enabling quantitative validation of portfolio hypotheses

• Built on Google's Agent Development Kit (ADK) for seamless agent orchestration, leveraging multi-modal AI capabilities to process financial data, news articles, and market sentiment in real-time

• Developed a balanced analytical framework that synthesizes quantitative metrics, qualitative sentiment analysis, and forward-looking event impact assessment to generate nuanced investment insights rather than generic financial advice

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