Shervin’s Portfolio / Technical Innovation

Driving AI product innovation through production multi-agent systems using Google Agent Development Kit. Pioneered novel methodologies including competitive intelligence orchestration and tri-agent dialectic framework for ML feature validation, increasing developer confidence and automating edge case detection.

Innovation Initiatives:

• Multi-Agent Systems (Google ADK) - Production deployment of multi-agent orchestration for automated market analysis and competitive intelligence
• Tri-Agent Dialectic Framework - Novel prosecutor-defender-adjudicator system for ML feature validation and data leakage prevention
• SEAL 6 Collaborative Methodology - Created knowledge-sharing platform and collaborative framework to accelerate team capabilities
• AI-Assisted Development - Integrated AI agents into development workflow, reducing review cycles and improving code quality

Impact & Proof Points:

• 🤖 Production multi-agent systems deployed and actively serving clients
• 🔍 Novel validation approaches reducing review cycles and increasing confidence
• 🎯 Automated edge case detection preventing data leakage and model errors
• 📊 Shaping product roadmap for next-generation agentic AI applications

Featured Innovations:

• Competitive Intelligence System - Multi-agent orchestration for automated market monitoring and analysis
• ML Feature Validation Framework - Tri-agent dialectic approach for rigorous feature engineering review
• Data Leakage Prevention - Agent-based system for detecting potential data leakage in ML pipelines
• SEAL 6 Knowledge Platform - Collaborative methodology platform for team learning and capability development