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Projects

A selection of my work in AI systems, multi-agent architectures, and safety research. Each project demonstrates production-ready engineering combined with deep technical thinking.

AI EthicsFairnessAuditCompliance

FAIRSIGHT AI Audit Framework

Comprehensive AI ethics and fairness evaluation

A production-ready framework for auditing AI systems across fairness, accountability, and transparency dimensions with automated reporting.

Challenge: Organizations deploying AI systems face increasing regulatory pressure and public scrutiny around al...

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Red-TeamingSecurityMulti-AgentAdversarial Testing

Multi-Agent Red-Teaming Harness

Adversarial testing through agent collaboration

A multi-agent system where specialized adversarial agents collaborate to discover vulnerabilities in AI systems through coordinated attack strategies.

Challenge: Traditional red-teaming of AI systems relies on human creativity and manual testing. This approach d...

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Multi-AgentScientific DiscoverySelf-EvolvingHuman-in-the-Loop

Self-Evolving Scientific Discovery Orchestrator

Autonomous hypothesis generation and testing

A self-evolving multi-agent architecture for scientific discovery, with specialized agents for hypothesis generation, experimental design, and result synthesis.

Challenge: Scientific discovery requires exploring vast hypothesis spaces. Single-agent systems lack the divers...

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Data FederationQuery OptimizationAstronomyDistributed Systems

Cross-Observatory Query Planner

Unified astronomical data access layer

An intelligent query planning system that unifies access to distributed astronomical observatories, optimizing for data freshness, completeness, and query cost.

Challenge: Modern astronomical research requires combining data from multiple observatories, each with differen...

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Want to see more?

Check out my GitHub for more projects, code samples, and contributions to open source AI tools.

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