Materials scientist turned AI enthusiast with 10+ years of research experience. Now applying analytical and algorithmic thinking to generative AI, LLMs, and autonomous agent systems.

System-first explorations of the agentic era.

The Data Science Aerial View • Read the Synopsis

"The competitive moat is no longer the algorithm; it is the data and the orchestration. Managing the 'Complexity Gap' is the primary job of the modern data leader."

The AI Landscape: From AI User to AI Orchestrator

"Master the art of combining text, image, and data AI for compound results. Moving from AI literacy to AI fluency through the discipline of cross-modal orchestration."

The AI Advantage: A New Partnership for Human-AI Collaboration • Read the Thesis

"Strategic partnership with AI, framed by the right mindset and skills, unlocks an 'AI Advantage' that enhances human intelligence, creativity, and effectiveness."

Physics-first perspectives on the future of hardware and logic.

Post-Silicon Computing • Read the Thesis

"To survive the 'Thermodynamic Wall,' we must stop simulating physics with digital logic and start computing with physics."

Defending truth and democracy in a polarized, AI-driven age.

The War for Truth (Cognitive Armor) • Read the Thesis

"In an era of AI-powered cognitive warfare, individual media literacy is no longer a sufficient defense. The solution to systemic disinformation is not just individual resilience, but collective cognitive immunity."

Division by Design: The Forces Pulling Nations, and People, Apart

"A unified field theory of our current political moment, showing how economic decoupling, psychological dynamics, and the architecture of surveillance capitalism are systematically sorting society into hostile camps."

AutoResearch Lab (Preview) • Explore the Frontier

"A domain-agnostic, autonomous Multi-Agent System (MAS) for automating the scientific discovery lifecycle. Version 8.0 introduces the 'Turbo Engine' with independent branch pipelining and adversarial skeptic auditing."

Jules Console (Preview) • Explore the Orchestrator

"A premium Command Center for orchestrating Google Jules autonomous coding sessions. Bridging the 'Complexity Gap' with real-time timelines and a curated Starred Repo Review system."

Finlaki (SaaS / Enterprise AI) • View Technical Showcase

"A high-fidelity RAG-powered application for querying Finnish legislation and tax regulations. Features a sophisticated 8-agent swarm architecture with source-grounded citations and automated PII scrubbing."